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ORCIDBibTeX records: Masashi Sugiyama
@article{DBLP:journals/pami/LvLFXXANGS24,
author = {Jiaqi Lv and
Biao Liu and
Lei Feng and
Ning Xu and
Miao Xu and
Bo An and
Gang Niu and
Xin Geng and
Masashi Sugiyama},
title = {On the Robustness of Average Losses for Partial-Label Learning},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {46},
number = {5},
pages = {2569--2583},
year = {2024},
url = {https://doi.org/10.1109/TPAMI.2023.3275249},
doi = {10.1109/TPAMI.2023.3275249},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/LvLFXXANGS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LeeCS24,
author = {Jongyeong Lee and
Chao{-}Kai Chiang and
Masashi Sugiyama},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {The Choice of Noninformative Priors for Thompson Sampling in Multiparameter
Bandit Models},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {13383--13390},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i12.29240},
doi = {10.1609/AAAI.V38I12.29240},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LeeCS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/NakamuraS24,
author = {Shintaro Nakamura and
Masashi Sugiyama},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Thompson Sampling for Real-Valued Combinatorial Pure Exploration of
Multi-Armed Bandit},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {14414--14421},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i13.29355},
doi = {10.1609/AAAI.V38I13.29355},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/NakamuraS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BraunS24,
author = {Guillaume Braun and
Masashi Sugiyama},
editor = {Sanjoy Dasgupta and
Stephan Mandt and
Yingzhen Li},
title = {{VEC-SBM:} Optimal Community Detection with Vectorial Edges Covariates},
booktitle = {International Conference on Artificial Intelligence and Statistics,
2-4 May 2024, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {238},
pages = {532--540},
publisher = {{PMLR}},
year = {2024},
url = {https://proceedings.mlr.press/v238/braun24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BraunS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/NakamuraS24,
author = {Shintaro Nakamura and
Masashi Sugiyama},
editor = {Sanjoy Dasgupta and
Stephan Mandt and
Yingzhen Li},
title = {Fixed-Budget Real-Valued Combinatorial Pure Exploration of Multi-Armed
Bandit},
booktitle = {International Conference on Artificial Intelligence and Statistics,
2-4 May 2024, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {238},
pages = {1225--1233},
publisher = {{PMLR}},
year = {2024},
url = {https://proceedings.mlr.press/v238/nakamura24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/NakamuraS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bci3/Sugiyama24,
author = {Masashi Sugiyama},
title = {Overcoming Continuous Distribution Shifts: Challenges in Online Machine
Learning},
booktitle = {12th International Winter Conference on Brain-Computer Interface,
{BCI} 2024, Gangwon, Korea, Republic of, February 26-28, 2024},
pages = {1--3},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/BCI60775.2024.10480518},
doi = {10.1109/BCI60775.2024.10480518},
timestamp = {Wed, 10 Apr 2024 16:57:56 +0200},
biburl = {https://dblp.org/rec/conf/bci3/Sugiyama24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/TanakaY0TOS24,
author = {Yuki Tanaka and
Shuhei M. Yoshida and
Takashi Shibata and
Makoto Terao and
Takayuki Okatani and
Masashi Sugiyama},
title = {Appearance-Based Curriculum for Semi-Supervised Learning with Multi-Angle
Unlabeled Data},
booktitle = {{IEEE/CVF} Winter Conference on Applications of Computer Vision, {WACV}
2024, Waikoloa, HI, USA, January 3-8, 2024},
pages = {2768--2777},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/WACV57701.2024.00276},
doi = {10.1109/WACV57701.2024.00276},
timestamp = {Wed, 17 Apr 2024 07:41:22 +0200},
biburl = {https://dblp.org/rec/conf/wacv/TanakaY0TOS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-06826,
author = {Jialiang Tang and
Shuo Chen and
Gang Niu and
Hongyuan Zhu and
Joey Tianyi Zhou and
Chen Gong and
Masashi Sugiyama},
title = {Direct Distillation between Different Domains},
journal = {CoRR},
volume = {abs/2401.06826},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.06826},
doi = {10.48550/ARXIV.2401.06826},
eprinttype = {arXiv},
eprint = {2401.06826},
timestamp = {Thu, 01 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-06826.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-01922,
author = {Hao Chen and
Jindong Wang and
Lei Feng and
Xiang Li and
Yidong Wang and
Xing Xie and
Masashi Sugiyama and
Rita Singh and
Bhiksha Raj},
title = {A General Framework for Learning from Weak Supervision},
journal = {CoRR},
volume = {abs/2402.01922},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.01922},
doi = {10.48550/ARXIV.2402.01922},
eprinttype = {arXiv},
eprint = {2402.01922},
timestamp = {Tue, 23 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-01922.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-03771,
author = {Yuting Tang and
Xin{-}Qiang Cai and
Yao{-}Xiang Ding and
Qiyu Wu and
Guoqing Liu and
Masashi Sugiyama},
title = {Reinforcement Learning from Bagged Reward: {A} Transformer-based Approach
for Instance-Level Reward Redistribution},
journal = {CoRR},
volume = {abs/2402.03771},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.03771},
doi = {10.48550/ARXIV.2402.03771},
eprinttype = {arXiv},
eprint = {2402.03771},
timestamp = {Mon, 12 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-03771.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-06918,
author = {Zhen{-}Yu Zhang and
Siwei Han and
Huaxiu Yao and
Gang Niu and
Masashi Sugiyama},
title = {Generating Chain-of-Thoughts with a Direct Pairwise-Comparison Approach
to Searching for the Most Promising Intermediate Thought},
journal = {CoRR},
volume = {abs/2402.06918},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.06918},
doi = {10.48550/ARXIV.2402.06918},
eprinttype = {arXiv},
eprint = {2402.06918},
timestamp = {Fri, 16 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-06918.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-18805,
author = {Guillaume Braun and
Masashi Sugiyama},
title = {{VEC-SBM:} Optimal Community Detection with Vectorial Edges Covariates},
journal = {CoRR},
volume = {abs/2402.18805},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.18805},
doi = {10.48550/ARXIV.2402.18805},
eprinttype = {arXiv},
eprint = {2402.18805},
timestamp = {Tue, 26 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-18805.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-06869,
author = {Hao Chen and
Jindong Wang and
Zihan Wang and
Ran Tao and
Hongxin Wei and
Xing Xie and
Masashi Sugiyama and
Bhiksha Raj},
title = {Learning with Noisy Foundation Models},
journal = {CoRR},
volume = {abs/2403.06869},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.06869},
doi = {10.48550/ARXIV.2403.06869},
eprinttype = {arXiv},
eprint = {2403.06869},
timestamp = {Tue, 23 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-06869.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-10855,
author = {Ayoub Ghriss and
Masashi Sugiyama and
Alessandro Lazaric},
title = {Reinforcement Learning with Options and State Representation},
journal = {CoRR},
volume = {abs/2403.10855},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.10855},
doi = {10.48550/ARXIV.2403.10855},
eprinttype = {arXiv},
eprint = {2403.10855},
timestamp = {Mon, 08 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-10855.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijpr/OtsuboOCNS23,
author = {Yosuke Otsubo and
Naoya Otani and
Megumi Chikasue and
Mineyuki Nishino and
Masashi Sugiyama},
title = {Root cause estimation of faults in production processes: a novel approach
inspired by approximate Bayesian computation},
journal = {Int. J. Prod. Res.},
volume = {61},
number = {5},
pages = {1556--1574},
year = {2023},
url = {https://doi.org/10.1080/00207543.2022.2042611},
doi = {10.1080/00207543.2022.2042611},
timestamp = {Sat, 25 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijpr/OtsuboOCNS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/NakajimaS23,
author = {Shota Nakajima and
Masashi Sugiyama},
title = {Positive-unlabeled classification under class-prior shift: a prior-invariant
approach based on density ratio estimation},
journal = {Mach. Learn.},
volume = {112},
number = {3},
pages = {889--919},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06190-z},
doi = {10.1007/S10994-022-06190-Z},
timestamp = {Thu, 09 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/NakajimaS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ChenGLYNS23,
author = {Shuo Chen and
Chen Gong and
Xiang Li and
Jian Yang and
Gang Niu and
Masashi Sugiyama},
title = {Boundary-restricted metric learning},
journal = {Mach. Learn.},
volume = {112},
number = {12},
pages = {4723--4762},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06380-3},
doi = {10.1007/S10994-023-06380-3},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/ChenGLYNS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/WuLS23,
author = {Zhenguo Wu and
Jiaqi Lv and
Masashi Sugiyama},
title = {Learning With Proper Partial Labels},
journal = {Neural Comput.},
volume = {35},
number = {1},
pages = {58--81},
year = {2023},
url = {https://doi.org/10.1162/neco\_a\_01554},
doi = {10.1162/NECO\_A\_01554},
timestamp = {Fri, 06 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neco/WuLS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/ZhaoWLCNS23,
author = {Tingting Zhao and
S. Wu and
G. Li and
Y. Chen and
Gang Niu and
Masashi Sugiyama},
title = {Learning Intention-Aware Policies in Deep Reinforcement Learning},
journal = {Neural Comput.},
volume = {35},
number = {10},
pages = {1657--1677},
year = {2023},
url = {https://doi.org/10.1162/neco\_a\_01607},
doi = {10.1162/NECO\_A\_01607},
timestamp = {Wed, 18 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/ZhaoWLCNS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/ZhaoWSCNS23,
author = {Tingting Zhao and
Ying Wang and
Wei Sun and
Yarui Chen and
Gang Niu and
Masashi Sugiyama},
title = {Representation learning for continuous action spaces is beneficial
for efficient policy learning},
journal = {Neural Networks},
volume = {159},
pages = {137--152},
year = {2023},
url = {https://doi.org/10.1016/j.neunet.2022.12.009},
doi = {10.1016/J.NEUNET.2022.12.009},
timestamp = {Thu, 16 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/ZhaoWSCNS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/GongDHNYYTS23,
author = {Chen Gong and
Yongliang Ding and
Bo Han and
Gang Niu and
Jian Yang and
Jane You and
Dacheng Tao and
Masashi Sugiyama},
title = {Class-Wise Denoising for Robust Learning Under Label Noise},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {45},
number = {3},
pages = {2835--2848},
year = {2023},
url = {https://doi.org/10.1109/TPAMI.2022.3178690},
doi = {10.1109/TPAMI.2022.3178690},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/GongDHNYYTS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LeeHS23,
author = {Jongyeong Lee and
Junya Honda and
Masashi Sugiyama},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Thompson Exploration with Best Challenger Rule in Best Arm Identification},
booktitle = {Asian Conference on Machine Learning, 11-14 November 2023, Istanbul,
Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {646--661},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/lee24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/LeeHS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ItoS23,
author = {Nobutaka Ito and
Masashi Sugiyama},
title = {Audio Signal Enhancement with Learning from Positive and Unlabeled
Data},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing
{ICASSP} 2023, Rhodes Island, Greece, June 4-10, 2023},
pages = {1--5},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICASSP49357.2023.10095988},
doi = {10.1109/ICASSP49357.2023.10095988},
timestamp = {Sun, 05 Nov 2023 16:51:21 +0100},
biburl = {https://dblp.org/rec/conf/icassp/ItoS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/YangXZ00SH23,
author = {Penghui Yang and
Ming{-}Kun Xie and
Chen{-}Chen Zong and
Lei Feng and
Gang Niu and
Masashi Sugiyama and
Sheng{-}Jun Huang},
title = {Multi-Label Knowledge Distillation},
booktitle = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023,
Paris, France, October 1-6, 2023},
pages = {17225--17234},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICCV51070.2023.01584},
doi = {10.1109/ICCV51070.2023.01584},
timestamp = {Mon, 22 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/YangXZ00SH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/Tang00S023,
author = {Jialiang Tang and
Shuo Chen and
Gang Niu and
Masashi Sugiyama and
Chen Gong},
title = {Distribution Shift Matters for Knowledge Distillation with Webly Collected
Images},
booktitle = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023,
Paris, France, October 1-6, 2023},
pages = {17424--17434},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICCV51070.2023.01602},
doi = {10.1109/ICCV51070.2023.01602},
timestamp = {Tue, 23 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/Tang00S023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/0001YC0S23,
author = {Takashi Ishida and
Ikko Yamane and
Nontawat Charoenphakdee and
Gang Niu and
Masashi Sugiyama},
title = {Is the Performance of My Deep Network Too Good to Be True? {A} Direct
Approach to Estimating the Bayes Error in Binary Classification},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=FZdJQgy05rz},
timestamp = {Fri, 30 Jun 2023 14:38:38 +0200},
biburl = {https://dblp.org/rec/conf/iclr/0001YC0S23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/CaiDC0SZ23,
author = {Xin{-}Qiang Cai and
Yao{-}Xiang Ding and
Zi{-}Xuan Chen and
Yuan Jiang and
Masashi Sugiyama and
Zhi{-}Hua Zhou},
title = {Seeing Differently, Acting Similarly: Heterogeneously Observable Imitation
Learning},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=3ULaIHxn9u7},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/CaiDC0SZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DongLCLG0S023,
author = {Ruijiang Dong and
Feng Liu and
Haoang Chi and
Tongliang Liu and
Mingming Gong and
Gang Niu and
Masashi Sugiyama and
Bo Han},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Diversity-enhancing Generative Network for Few-shot Hypothesis Adaptation},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {8260--8275},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/dong23d.html},
timestamp = {Wed, 14 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/DongLCLG0S023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GhamiziZCPST23,
author = {Salah Ghamizi and
Jingfeng Zhang and
Maxime Cordy and
Mike Papadakis and
Masashi Sugiyama and
Yves Le Traon},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {{GAT:} Guided Adversarial Training with Pareto-optimal Auxiliary Tasks},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {11255--11282},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/ghamizi23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GhamiziZCPST23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LeeHCS23,
author = {Jongyeong Lee and
Junya Honda and
Chao{-}Kai Chiang and
Masashi Sugiyama},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Optimality of Thompson Sampling with Noninformative Priors for Pareto
Bandits},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {18810--18851},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/lee23d.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LeeHCS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhangS23,
author = {Yivan Zhang and
Masashi Sugiyama},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {A Category-theoretical Meta-analysis of Definitions of Disentanglement},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {41596--41612},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/zhang23ak.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhangS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CaiZ00SL23,
author = {Xin{-}Qiang Cai and
Pushi Zhang and
Li Zhao and
Jiang Bian and
Masashi Sugiyama and
Ashley Llorens},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Distributional Pareto-Optimal Multi-Objective Reinforcement Learning},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/32285dd184dbfc33cb2d1f0db53c23c5-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/CaiZ00SL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CaiZCS23,
author = {Xin{-}Qiang Cai and
Yu{-}Jie Zhang and
Chao{-}Kai Chiang and
Masashi Sugiyama},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Imitation Learning from Vague Feedback},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/96e35b532b4932a86cce8c929ff3f960-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/CaiZCS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FangL0S23,
author = {Tongtong Fang and
Nan Lu and
Gang Niu and
Masashi Sugiyama},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Generalizing Importance Weighting to {A} Universal Solver for Distribution
Shift Problems},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/4c2092ec0b1370cce3fb5965ab255fae-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/FangL0S23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WangFJ0ZS23,
author = {Wei Wang and
Lei Feng and
Yuchen Jiang and
Gang Niu and
Min{-}Ling Zhang and
Masashi Sugiyama},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Binary Classification with Confidence Difference},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/12c118ef87fde56a10bd858842781b34-Abstract-Conference.html},
timestamp = {Mon, 25 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/WangFJ0ZS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/XieXL0SH23,
author = {Ming{-}Kun Xie and
Jiahao Xiao and
Hao{-}Zhe Liu and
Gang Niu and
Masashi Sugiyama and
Sheng{-}Jun Huang},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Class-Distribution-Aware Pseudo-Labeling for Semi-Supervised Multi-Label
Learning},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/5195825ee60d7efc1e42b7f3f3137040-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/XieXL0SH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/XieXZSS23,
author = {Zeke Xie and
Zhiqiang Xu and
Jingzhao Zhang and
Issei Sato and
Masashi Sugiyama},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {On the Overlooked Pitfalls of Weight Decay and How to Mitigate Them:
{A} Gradient-Norm Perspective},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/040d3b6af368bf71f952c18da5713b48-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/XieXZSS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/XuZLSK23,
author = {Xilie Xu and
Jingfeng Zhang and
Feng Liu and
Masashi Sugiyama and
Mohan S. Kankanhalli},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Enhancing Adversarial Contrastive Learning via Adversarial Invariant
Regularization},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/364071531ff2398e0fb8bae31f615b69-Abstract-Conference.html},
timestamp = {Tue, 26 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/XuZLSK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/XuZLSK23a,
author = {Xilie Xu and
Jingfeng Zhang and
Feng Liu and
Masashi Sugiyama and
Mohan S. Kankanhalli},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Efficient Adversarial Contrastive Learning via Robustness-Aware Coreset
Selection},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/ef4f2a0232a246b8a502135175e08953-Abstract-Conference.html},
timestamp = {Tue, 26 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/XuZLSK23a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhangS23,
author = {Yu{-}Jie Zhang and
Masashi Sugiyama},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Online (Multinomial) Logistic Bandit: Improved Regret and Constant
Computation Cost},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/5ef04392708bb2340cb9b7da41225660-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ZhangS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhangZZS23,
author = {Yu{-}Jie Zhang and
Zhen{-}Yu Zhang and
Peng Zhao and
Masashi Sugiyama},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Adapting to Continuous Covariate Shift via Online Density Ratio Estimation},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/5cad96c4433955a2e76749ee74a424f5-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ZhangZZS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhuGYL0SH23,
author = {Jianing Zhu and
Yu Geng and
Jiangchao Yao and
Tongliang Liu and
Gang Niu and
Masashi Sugiyama and
Bo Han},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Diversified Outlier Exposure for Out-of-Distribution Detection via
Informative Extrapolation},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/46d943bc6a15a57c923829efc0db7c7a-Abstract-Conference.html},
timestamp = {Fri, 05 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/ZhuGYL0SH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-01544,
author = {Jongyeong Lee and
Junya Honda and
Chao{-}Kai Chiang and
Masashi Sugiyama},
title = {Optimality of Thompson Sampling with Noninformative Priors for Pareto
Bandits},
journal = {CoRR},
volume = {abs/2302.01544},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.01544},
doi = {10.48550/ARXIV.2302.01544},
eprinttype = {arXiv},
eprint = {2302.01544},
timestamp = {Thu, 09 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-01544.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-02552,
author = {Yu{-}Jie Zhang and
Zhen{-}Yu Zhang and
Peng Zhao and
Masashi Sugiyama},
title = {Adapting to Continuous Covariate Shift via Online Density Ratio Estimation},
journal = {CoRR},
volume = {abs/2302.02552},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.02552},
doi = {10.48550/ARXIV.2302.02552},
eprinttype = {arXiv},
eprint = {2302.02552},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-02552.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-02907,
author = {Salah Ghamizi and
Jingfeng Zhang and
Maxime Cordy and
Mike Papadakis and
Masashi Sugiyama and
Yves Le Traon},
title = {{GAT:} Guided Adversarial Training with Pareto-optimal Auxiliary Tasks},
journal = {CoRR},
volume = {abs/2302.02907},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.02907},
doi = {10.48550/ARXIV.2302.02907},
eprinttype = {arXiv},
eprint = {2302.02907},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-02907.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-03857,
author = {Xilie Xu and
Jingfeng Zhang and
Feng Liu and
Masashi Sugiyama and
Mohan S. Kankanhalli},
title = {Efficient Adversarial Contrastive Learning via Robustness-Aware Coreset
Selection},
journal = {CoRR},
volume = {abs/2302.03857},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.03857},
doi = {10.48550/ARXIV.2302.03857},
eprinttype = {arXiv},
eprint = {2302.03857},
timestamp = {Wed, 14 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-03857.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-14407,
author = {Jongyeong Lee and
Chao{-}Kai Chiang and
Masashi Sugiyama},
title = {Asymptotically Optimal Thompson Sampling Based Policy for the Uniform
Bandits and the Gaussian Bandits},
journal = {CoRR},
volume = {abs/2302.14407},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.14407},
doi = {10.48550/ARXIV.2302.14407},
eprinttype = {arXiv},
eprint = {2302.14407},
timestamp = {Thu, 02 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-14407.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-12291,
author = {Jiaheng Wei and
Zhaowei Zhu and
Gang Niu and
Tongliang Liu and
Sijia Liu and
Masashi Sugiyama and
Yang Liu},
title = {Fairness Improves Learning from Noisily Labeled Long-Tailed Data},
journal = {CoRR},
volume = {abs/2303.12291},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.12291},
doi = {10.48550/ARXIV.2303.12291},
eprinttype = {arXiv},
eprint = {2303.12291},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-12291.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-00374,
author = {Xilie Xu and
Jingfeng Zhang and
Feng Liu and
Masashi Sugiyama and
Mohan S. Kankanhalli},
title = {Enhancing Adversarial Contrastive Learning via Adversarial Invariant
Regularization},
journal = {CoRR},
volume = {abs/2305.00374},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.00374},
doi = {10.48550/ARXIV.2305.00374},
eprinttype = {arXiv},
eprint = {2305.00374},
timestamp = {Wed, 14 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-00374.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-00399,
author = {Jingfeng Zhang and
Bo Song and
Bo Han and
Lei Liu and
Gang Niu and
Masashi Sugiyama},
title = {Assessing Vulnerabilities of Adversarial Learning Algorithm through
Poisoning Attacks},
journal = {CoRR},
volume = {abs/2305.00399},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.00399},
doi = {10.48550/ARXIV.2305.00399},
eprinttype = {arXiv},
eprint = {2305.00399},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-00399.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-02795,
author = {Ming{-}Kun Xie and
Jiahao Xiao and
Hao{-}Zhe Liu and
Gang Niu and
Masashi Sugiyama and
Sheng{-}Jun Huang},
title = {Class-Distribution-Aware Pseudo Labeling for Semi-Supervised Multi-Label
Learning},
journal = {CoRR},
volume = {abs/2305.02795},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.02795},
doi = {10.48550/ARXIV.2305.02795},
eprinttype = {arXiv},
eprint = {2305.02795},
timestamp = {Wed, 24 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-02795.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-06886,
author = {Yivan Zhang and
Masashi Sugiyama},
title = {A Category-theoretical Meta-analysis of Definitions of Disentanglement},
journal = {CoRR},
volume = {abs/2305.06886},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.06886},
doi = {10.48550/ARXIV.2305.06886},
eprinttype = {arXiv},
eprint = {2305.06886},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-06886.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-08344,
author = {Wei{-}I Lin and
Gang Niu and
Hsuan{-}Tien Lin and
Masashi Sugiyama},
title = {Enhancing Label Sharing Efficiency in Complementary-Label Learning
with Label Augmentation},
journal = {CoRR},
volume = {abs/2305.08344},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.08344},
doi = {10.48550/ARXIV.2305.08344},
eprinttype = {arXiv},
eprint = {2305.08344},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-08344.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-09412,
author = {Sora Satake and
Yoshihiro Nagano and
Masashi Sugiyama and
Masahiro Fujiwara and
Yasutoshi Makino and
Hiroyuki Shinoda},
title = {Analysis of Pleasantness Evoked by Various Airborne Ultrasound Tactile
Stimuli Using Pairwise Comparisons and the Bradley-Terry Model},
journal = {CoRR},
volume = {abs/2305.09412},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.09412},
doi = {10.48550/ARXIV.2305.09412},
eprinttype = {arXiv},
eprint = {2305.09412},
timestamp = {Wed, 24 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-09412.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-11512,
author = {Yivan Zhang and
Masashi Sugiyama},
title = {Enriching Disentanglement: Definitions to Metrics},
journal = {CoRR},
volume = {abs/2305.11512},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.11512},
doi = {10.48550/ARXIV.2305.11512},
eprinttype = {arXiv},
eprint = {2305.11512},
timestamp = {Thu, 25 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-11512.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-12715,
author = {Hao Chen and
Ankit Shah and
Jindong Wang and
Ran Tao and
Yidong Wang and
Xing Xie and
Masashi Sugiyama and
Rita Singh and
Bhiksha Raj},
title = {Imprecise Label Learning: {A} Unified Framework for Learning with
Various Imprecise Label Configurations},
journal = {CoRR},
volume = {abs/2305.12715},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.12715},
doi = {10.48550/ARXIV.2305.12715},
eprinttype = {arXiv},
eprint = {2305.12715},
timestamp = {Sat, 26 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-12715.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-14690,
author = {Tongtong Fang and
Nan Lu and
Gang Niu and
Masashi Sugiyama},
title = {Generalizing Importance Weighting to {A} Universal Solver for Distribution
Shift Problems},
journal = {CoRR},
volume = {abs/2305.14690},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.14690},
doi = {10.48550/ARXIV.2305.14690},
eprinttype = {arXiv},
eprint = {2305.14690},
timestamp = {Tue, 06 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-14690.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-18377,
author = {Jingfeng Zhang and
Bo Song and
Haohan Wang and
Bo Han and
Tongliang Liu and
Lei Liu and
Masashi Sugiyama},
title = {BadLabel: {A} Robust Perspective on Evaluating and Enhancing Label-noise
Learning},
journal = {CoRR},
volume = {abs/2305.18377},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.18377},
doi = {10.48550/ARXIV.2305.18377},
eprinttype = {arXiv},
eprint = {2305.18377},
timestamp = {Fri, 01 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-18377.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-07036,
author = {Yuhao Wu and
Xiaobo Xia and
Jun Yu and
Bo Han and
Gang Niu and
Masashi Sugiyama and
Tongliang Liu},
title = {Making Binary Classification from Multiple Unlabeled Datasets Almost
Free of Supervision},
journal = {CoRR},
volume = {abs/2306.07036},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.07036},
doi = {10.48550/ARXIV.2306.07036},
eprinttype = {arXiv},
eprint = {2306.07036},
timestamp = {Fri, 16 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-07036.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-09202,
author = {Shintaro Nakamura and
Masashi Sugiyama},
title = {Combinatorial Pure Exploration of Multi-Armed Bandit with a Real Number
Action Class},
journal = {CoRR},
volume = {abs/2306.09202},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.09202},
doi = {10.48550/ARXIV.2306.09202},
eprinttype = {arXiv},
eprint = {2306.09202},
timestamp = {Sun, 18 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-09202.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-05948,
author = {Ruijiang Dong and
Feng Liu and
Haoang Chi and
Tongliang Liu and
Mingming Gong and
Gang Niu and
Masashi Sugiyama and
Bo Han},
title = {Diversity-enhancing Generative Network for Few-shot Hypothesis Adaptation},
journal = {CoRR},
volume = {abs/2307.05948},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.05948},
doi = {10.48550/ARXIV.2307.05948},
eprinttype = {arXiv},
eprint = {2307.05948},
timestamp = {Mon, 24 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-05948.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-11469,
author = {Jialiang Tang and
Shuo Chen and
Gang Niu and
Masashi Sugiyama and
Chen Gong},
title = {Distribution Shift Matters for Knowledge Distillation with Webly Collected
Images},
journal = {CoRR},
volume = {abs/2307.11469},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.11469},
doi = {10.48550/ARXIV.2307.11469},
eprinttype = {arXiv},
eprint = {2307.11469},
timestamp = {Wed, 26 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-11469.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-06453,
author = {Penghui Yang and
Ming{-}Kun Xie and
Chen{-}Chen Zong and
Lei Feng and
Gang Niu and
Masashi Sugiyama and
Sheng{-}Jun Huang},
title = {Multi-Label Knowledge Distillation},
journal = {CoRR},
volume = {abs/2308.06453},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.06453},
doi = {10.48550/ARXIV.2308.06453},
eprinttype = {arXiv},
eprint = {2308.06453},
timestamp = {Wed, 22 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-06453.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-10238,
author = {Shintaro Nakamura and
Masashi Sugiyama},
title = {Thompson Sampling for Real-Valued Combinatorial Pure Exploration of
Multi-Armed Bandit},
journal = {CoRR},
volume = {abs/2308.10238},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.10238},
doi = {10.48550/ARXIV.2308.10238},
eprinttype = {arXiv},
eprint = {2308.10238},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-10238.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-08216,
author = {Chao{-}Kai Chiang and
Masashi Sugiyama},
title = {Unified Risk Analysis for Weakly Supervised Learning},
journal = {CoRR},
volume = {abs/2309.08216},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.08216},
doi = {10.48550/ARXIV.2309.08216},
eprinttype = {arXiv},
eprint = {2309.08216},
timestamp = {Fri, 22 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-08216.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-17002,
author = {Hao Chen and
Jindong Wang and
Ankit Shah and
Ran Tao and
Hongxin Wei and
Xing Xie and
Masashi Sugiyama and
Bhiksha Raj},
title = {Understanding and Mitigating the Label Noise in Pre-training on Downstream
Tasks},
journal = {CoRR},
volume = {abs/2309.17002},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.17002},
doi = {10.48550/ARXIV.2309.17002},
eprinttype = {arXiv},
eprint = {2309.17002},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-17002.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-00539,
author = {Jongyeong Lee and
Junya Honda and
Masashi Sugiyama},
title = {Thompson Exploration with Best Challenger Rule in Best Arm Identification},
journal = {CoRR},
volume = {abs/2310.00539},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.00539},
doi = {10.48550/ARXIV.2310.00539},
eprinttype = {arXiv},
eprint = {2310.00539},
timestamp = {Thu, 26 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-00539.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-05632,
author = {Wei Wang and
Lei Feng and
Yuchen Jiang and
Gang Niu and
Min{-}Ling Zhang and
Masashi Sugiyama},
title = {Binary Classification with Confidence Difference},
journal = {CoRR},
volume = {abs/2310.05632},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.05632},
doi = {10.48550/ARXIV.2310.05632},
eprinttype = {arXiv},
eprint = {2310.05632},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-05632.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-07351,
author = {Wentao Yu and
Shuo Chen and
Chen Gong and
Gang Niu and
Masashi Sugiyama},
title = {Atom-Motif Contrastive Transformer for Molecular Property Prediction},
journal = {CoRR},
volume = {abs/2310.07351},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.07351},
doi = {10.48550/ARXIV.2310.07351},
eprinttype = {arXiv},
eprint = {2310.07351},
timestamp = {Tue, 24 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-07351.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-13923,
author = {Jianing Zhu and
Geng Yu and
Jiangchao Yao and
Tongliang Liu and
Gang Niu and
Masashi Sugiyama and
Bo Han},
title = {Diversified Outlier Exposure for Out-of-Distribution Detection via
Informative Extrapolation},
journal = {CoRR},
volume = {abs/2310.13923},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.13923},
doi = {10.48550/ARXIV.2310.13923},
eprinttype = {arXiv},
eprint = {2310.13923},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-13923.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-15681,
author = {Shintaro Nakamura and
Masashi Sugiyama},
title = {Fixed-Budget Real-Valued Combinatorial Pure Exploration of Multi-Armed
Bandit},
journal = {CoRR},
volume = {abs/2310.15681},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.15681},
doi = {10.48550/ARXIV.2310.15681},
eprinttype = {arXiv},
eprint = {2310.15681},
timestamp = {Tue, 31 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-15681.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-15502,
author = {Wei Wang and
Takashi Ishida and
Yu{-}Jie Zhang and
Gang Niu and
Masashi Sugiyama},
title = {Learning with Complementary Labels Revisited: {A} Consistent Approach
via Negative-Unlabeled Learning},
journal = {CoRR},
volume = {abs/2311.15502},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.15502},
doi = {10.48550/ARXIV.2311.15502},
eprinttype = {arXiv},
eprint = {2311.15502},
timestamp = {Fri, 01 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-15502.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/TanimotoYTSK22,
author = {Akira Tanimoto and
So Yamada and
Takashi Takenouchi and
Masashi Sugiyama and
Hisashi Kashima},
title = {Improving imbalanced classification using near-miss instances},
journal = {Expert Syst. Appl.},
volume = {201},
pages = {117130},
year = {2022},
url = {https://doi.org/10.1016/j.eswa.2022.117130},
doi = {10.1016/J.ESWA.2022.117130},
timestamp = {Tue, 28 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/TanimotoYTSK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieicetd/IshiguroIS22,
author = {Hiroki Ishiguro and
Takashi Ishida and
Masashi Sugiyama},
title = {Learning from Noisy Complementary Labels with Robust Loss Functions},
journal = {{IEICE} Trans. Inf. Syst.},
volume = {105-D},
number = {2},
pages = {364--376},
year = {2022},
url = {https://doi.org/10.1587/transinf.2021edp7035},
doi = {10.1587/TRANSINF.2021EDP7035},
timestamp = {Thu, 18 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ieicetd/IshiguroIS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/PanTCNS22,
author = {Yuangang Pan and
Ivor W. Tsang and
Weijie Chen and
Gang Niu and
Masashi Sugiyama},
title = {Fast and Robust Rank Aggregation against Model Misspecification},
journal = {J. Mach. Learn. Res.},
volume = {23},
pages = {23:1--23:35},
year = {2022},
url = {http://jmlr.org/papers/v23/20-315.html},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/PanTCNS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/WuL000S22,
author = {Songhua Wu and
Tongliang Liu and
Bo Han and
Jun Yu and
Gang Niu and
Masashi Sugiyama},
title = {Learning from Noisy Pairwise Similarity and Unlabeled Data},
journal = {J. Mach. Learn. Res.},
volume = {23},
pages = {307:1--307:34},
year = {2022},
url = {http://jmlr.org/papers/v23/21-0946.html},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/WuL000S22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/OsaTS22,
author = {Takayuki Osa and
Voot Tangkaratt and
Masashi Sugiyama},
title = {Discovering diverse solutions in deep reinforcement learning by maximizing
state-action-based mutual information},
journal = {Neural Networks},
volume = {152},
pages = {90--104},
year = {2022},
url = {https://doi.org/10.1016/j.neunet.2022.04.009},
doi = {10.1016/J.NEUNET.2022.04.009},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/OsaTS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/MatsuoLSPSSUM22,
author = {Yutaka Matsuo and
Yann LeCun and
Maneesh Sahani and
Doina Precup and
David Silver and
Masashi Sugiyama and
Eiji Uchibe and
Jun Morimoto},
title = {Deep learning, reinforcement learning, and world models},
journal = {Neural Networks},
volume = {152},
pages = {267--275},
year = {2022},
url = {https://doi.org/10.1016/j.neunet.2022.03.037},
doi = {10.1016/J.NEUNET.2022.03.037},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/MatsuoLSPSSUM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/DoyaFST22,
author = {Kenji Doya and
Karl J. Friston and
Masashi Sugiyama and
Joshua B. Tenenbaum},
title = {Neural Networks special issue on Artificial Intelligence and Brain
Science},
journal = {Neural Networks},
volume = {155},
pages = {328--329},
year = {2022},
url = {https://doi.org/10.1016/j.neunet.2022.08.018},
doi = {10.1016/J.NEUNET.2022.08.018},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/DoyaFST22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/GongYYS22,
author = {Chen Gong and
Jian Yang and
Jane You and
Masashi Sugiyama},
title = {Centroid Estimation With Guaranteed Efficiency: {A} General Framework
for Weakly Supervised Learning},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {44},
number = {6},
pages = {2841--2855},
year = {2022},
url = {https://doi.org/10.1109/TPAMI.2020.3044997},
doi = {10.1109/TPAMI.2020.3044997},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/GongYYS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/LuXDIZS22,
author = {Ziqing Lu and
Chang Xu and
Bo Du and
Takashi Ishida and
Lefei Zhang and
Masashi Sugiyama},
title = {LocalDrop: {A} Hybrid Regularization for Deep Neural Networks},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {44},
number = {7},
pages = {3590--3601},
year = {2022},
url = {https://doi.org/10.1109/TPAMI.2021.3061463},
doi = {10.1109/TPAMI.2021.3061463},
timestamp = {Tue, 28 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/LuXDIZS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ZhangXHLCNS22,
author = {Jingfeng Zhang and
Xilie Xu and
Bo Han and
Tongliang Liu and
Lizhen Cui and
Gang Niu and
Masashi Sugiyama},
title = {NoiLin: Improving adversarial training and correcting stereotype of
noisy labels},
journal = {Trans. Mach. Learn. Res.},
volume = {2022},
year = {2022},
url = {https://openreview.net/forum?id=zlQXV7xtZs},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/ZhangXHLCNS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/Nakamura0S22,
author = {Shintaro Nakamura and
Han Bao and
Masashi Sugiyama},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Robust computation of optimal transport by {\(\beta\)}-potential regularization},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {770--785},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/nakamura23a.html},
timestamp = {Tue, 07 May 2024 20:11:56 +0200},
biburl = {https://dblp.org/rec/conf/acml/Nakamura0S22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/TangLZS22,
author = {Yuting Tang and
Nan Lu and
Tianyi Zhang and
Masashi Sugiyama},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Multi-class Classification from Multiple Unlabeled Datasets with Partial
Risk Regularization},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {990--1005},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/tang23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/TangLZS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/0002SXSS22,
author = {Han Bao and
Takuya Shimada and
Liyuan Xu and
Issei Sato and
Masashi Sugiyama},
editor = {Gustau Camps{-}Valls and
Francisco J. R. Ruiz and
Isabel Valera},
title = {Pairwise Supervision Can Provably Elicit a Decision Boundary},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2022, 28-30 March 2022, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {151},
pages = {2618--2640},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v151/bao22a.html},
timestamp = {Sat, 30 Sep 2023 09:34:08 +0200},
biburl = {https://dblp.org/rec/conf/aistats/0002SXSS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/FutamiIUSS22,
author = {Futoshi Futami and
Tomoharu Iwata and
Naonori Ueda and
Issei Sato and
Masashi Sugiyama},
editor = {Gustau Camps{-}Valls and
Francisco J. R. Ruiz and
Isabel Valera},
title = {Predictive variational Bayesian inference as risk-seeking optimization},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2022, 28-30 March 2022, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {151},
pages = {5051--5083},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v151/futami22a.html},
timestamp = {Fri, 20 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/FutamiIUSS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/SugiyamaL0L022,
author = {Masashi Sugiyama and
Tongliang Liu and
Bo Han and
Yang Liu and
Gang Niu},
editor = {Mohammad Al Hasan and
Li Xiong},
title = {Learning and Mining with Noisy Labels},
booktitle = {Proceedings of the 31st {ACM} International Conference on Information
{\&} Knowledge Management, Atlanta, GA, USA, October 17-21, 2022},
pages = {5152--5155},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3511808.3557504},
doi = {10.1145/3511808.3557504},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/SugiyamaL0L022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ChengLN0000S22,
author = {De Cheng and
Tongliang Liu and
Yixiong Ning and
Nannan Wang and
Bo Han and
Gang Niu and
Xinbo Gao and
Masashi Sugiyama},
title = {Instance-Dependent Label-Noise Learning with Manifold-Regularized
Transition Matrix Estimation},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022},
pages = {16609--16618},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CVPR52688.2022.01613},
doi = {10.1109/CVPR52688.2022.01613},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/ChengLN0000S22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ChiLYLL00ZS22,
author = {Haoang Chi and
Feng Liu and
Wenjing Yang and
Long Lan and
Tongliang Liu and
Bo Han and
Gang Niu and
Mingyuan Zhou and
Masashi Sugiyama},
title = {Meta Discovery: Learning to Discover Novel Classes given Very Limited
Data},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=MEpKGLsY8f},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ChiLYLL00ZS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LuWL0DS22,
author = {Nan Lu and
Zhao Wang and
Xiaoxiao Li and
Gang Niu and
Qi Dou and
Masashi Sugiyama},
title = {Federated Learning from Only Unlabeled Data with Class-conditional-sharing
Clients},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=WHA8009laxu},
timestamp = {Tue, 13 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/LuWL0DS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/XiaL0GY0S22,
author = {Xiaobo Xia and
Tongliang Liu and
Bo Han and
Mingming Gong and
Jun Yu and
Gang Niu and
Masashi Sugiyama},
title = {Sample Selection with Uncertainty of Losses for Learning with Noisy
Labels},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=xENf4QUL4LW},
timestamp = {Sun, 30 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/XiaL0GY0S22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/YaoL0G0ST22,
author = {Yu Yao and
Tongliang Liu and
Bo Han and
Mingming Gong and
Gang Niu and
Masashi Sugiyama and
Dacheng Tao},
title = {Rethinking Class-Prior Estimation for Positive-Unlabeled Learning},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=aYAA-XHKyk},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/YaoL0G0ST22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ZhangF0L0QS22,
author = {Fei Zhang and
Lei Feng and
Bo Han and
Tongliang Liu and
Gang Niu and
Tao Qin and
Masashi Sugiyama},
title = {Exploiting Class Activation Value for Partial-Label Learning},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=qqdXHUGec9h},
timestamp = {Sun, 04 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/ZhangF0L0QS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WeiLL0SL22,
author = {Jiaheng Wei and
Hangyu Liu and
Tongliang Liu and
Gang Niu and
Masashi Sugiyama and
Yang Liu},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {To Smooth or Not? When Label Smoothing Meets Noisy Labels},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {23589--23614},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/wei22b.html},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WeiLL0SL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XieWZSS22,
author = {Zeke Xie and
Xinrui Wang and
Huishuai Zhang and
Issei Sato and
Masashi Sugiyama},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Adaptive Inertia: Disentangling the Effects of Adaptive Learning Rate
and Momentum},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {24430--24459},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/xie22d.html},
timestamp = {Tue, 12 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/XieWZSS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XuZLSK22,
author = {Xilie Xu and
Jingfeng Zhang and
Feng Liu and
Masashi Sugiyama and
Mohan S. Kankanhalli},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Adversarial Attack and Defense for Non-Parametric Two-Sample Tests},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {24743--24769},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/xu22m.html},
timestamp = {Wed, 14 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/XuZLSK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/YanZFST22,
author = {Hanshu Yan and
Jingfeng Zhang and
Jiashi Feng and
Masashi Sugiyama and
Vincent Y. F. Tan},
editor = {Luc De Raedt},
title = {Towards Adversarially Robust Deep Image Denoising},
booktitle = {Proceedings of the Thirty-First International Joint Conference on
Artificial Intelligence, {IJCAI} 2022, Vienna, Austria, 23-29 July
2022},
pages = {1516--1522},
publisher = {ijcai.org},
year = {2022},
url = {https://doi.org/10.24963/ijcai.2022/211},
doi = {10.24963/IJCAI.2022/211},
timestamp = {Wed, 27 Jul 2022 16:43:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/YanZFST22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/0002ZZL00S22,
author = {Jianan Zhou and
Jianing Zhu and
Jingfeng Zhang and
Tongliang Liu and
Gang Niu and
Bo Han and
Masashi Sugiyama},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Adversarial Training with Complementary Labels: On the Benefit of
Gradually Informative Attacks},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/959f70ee50044bed305e48e3484005a7-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/0002ZZL00S22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/00030000S22,
author = {Shuo Chen and
Chen Gong and
Jun Li and
Jian Yang and
Gang Niu and
Masashi Sugiyama},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Learning Contrastive Embedding in Low-Dimensional Space},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/297f7c6c56af81239f7c47d21558b75a-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/00030000S22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BaiZ0SZ22,
author = {Yong Bai and
Yu{-}Jie Zhang and
Peng Zhao and
Masashi Sugiyama and
Zhi{-}Hua Zhou},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Adapting to Online Label Shift with Provable Guarantees},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/c19c4def293b6a63db1ff27143dd4f10-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BaiZ0SZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CaoC0GG00S22,
author = {Yuzhou Cao and
Tianchi Cai and
Lei Feng and
Lihong Gu and
Jinjie Gu and
Bo An and
Gang Niu and
Masashi Sugiyama},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Generalizing Consistent Multi-Class Classification with Rejection
to be Compatible with Arbitrary Losses},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/03a90e1bb2ceb2ea165424f2d96aa3a1-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/CaoC0GG00S22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CuiZL0SZ22,
author = {Sen Cui and
Jingfeng Zhang and
Jian Liang and
Bo Han and
Masashi Sugiyama and
Changshui Zhang},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Synergy-of-Experts: Collaborate to Improve Adversarial Robustness},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/d16152d53088ad779ffa634e7bf66166-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/CuiZL0SZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-04397,
author = {Hanshu Yan and
Jingfeng Zhang and
Jiashi Feng and
Masashi Sugiyama and
Vincent Y. F. Tan},
title = {Towards Adversarially Robust Deep Image Denoising},
journal = {CoRR},
volume = {abs/2201.04397},
year = {2022},
url = {https://arxiv.org/abs/2201.04397},
eprinttype = {arXiv},
eprint = {2201.04397},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-04397.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-00395,
author = {Takashi Ishida and
Ikko Yamane and
Nontawat Charoenphakdee and
Gang Niu and
Masashi Sugiyama},
title = {Is the Performance of My Deep Network Too Good to Be True? {A} Direct
Approach to Estimating the Bayes Error in Binary Classification},
journal = {CoRR},
volume = {abs/2202.00395},
year = {2022},
url = {https://arxiv.org/abs/2202.00395},
eprinttype = {arXiv},
eprint = {2202.00395},
timestamp = {Mon, 21 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-00395.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-03077,
author = {Xilie Xu and
Jingfeng Zhang and
Feng Liu and
Masashi Sugiyama and
Mohan S. Kankanhalli},
title = {Adversarial Attacks and Defense for Non-Parametric Two-Sample Tests},
journal = {CoRR},
volume = {abs/2202.03077},
year = {2022},
url = {https://arxiv.org/abs/2202.03077},
eprinttype = {arXiv},
eprint = {2202.03077},
timestamp = {Wed, 09 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-03077.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-10627,
author = {Yinghua Gao and
Dongxian Wu and
Jingfeng Zhang and
Guanhao Gan and
Shu{-}Tao Xia and
Gang Niu and
Masashi Sugiyama},
title = {On the Effectiveness of Adversarial Training against Backdoor Attacks},
journal = {CoRR},
volume = {abs/2202.10627},
year = {2022},
url = {https://arxiv.org/abs/2202.10627},
eprinttype = {arXiv},
eprint = {2202.10627},
timestamp = {Wed, 02 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-10627.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-03304,
author = {Nan Lu and
Zhao Wang and
Xiaoxiao Li and
Gang Niu and
Qi Dou and
Masashi Sugiyama},
title = {Federated Learning from Only Unlabeled Data with Class-Conditional-Sharing
Clients},
journal = {CoRR},
volume = {abs/2204.03304},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.03304},
doi = {10.48550/ARXIV.2204.03304},
eprinttype = {arXiv},
eprint = {2204.03304},
timestamp = {Tue, 13 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-03304.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-07415,
author = {Isao Ishikawa and
Takeshi Teshima and
Koichi Tojo and
Kenta Oono and
Masahiro Ikeda and
Masashi Sugiyama},
title = {Universal approximation property of invertible neural networks},
journal = {CoRR},
volume = {abs/2204.07415},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.07415},
doi = {10.48550/ARXIV.2204.07415},
eprinttype = {arXiv},
eprint = {2204.07415},
timestamp = {Tue, 19 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-07415.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-01606,
author = {Futoshi Futami and
Tomoharu Iwata and
Naonori Ueda and
Issei Sato and
Masashi Sugiyama},
title = {Excess risk analysis for epistemic uncertainty with application to
variational inference},
journal = {CoRR},
volume = {abs/2206.01606},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.01606},
doi = {10.48550/ARXIV.2206.01606},
eprinttype = {arXiv},
eprint = {2206.01606},
timestamp = {Wed, 15 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-01606.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-02791,
author = {De Cheng and
Tongliang Liu and
Yixiong Ning and
Nannan Wang and
Bo Han and
Gang Niu and
Xinbo Gao and
Masashi Sugiyama},
title = {Instance-Dependent Label-Noise Learning with Manifold-Regularized
Transition Matrix Estimation},
journal = {CoRR},
volume = {abs/2206.02791},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.02791},
doi = {10.48550/ARXIV.2206.02791},
eprinttype = {arXiv},
eprint = {2206.02791},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-02791.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-03019,
author = {Charles Riou and
Junya Honda and
Masashi Sugiyama},
title = {The Survival Bandit Problem},
journal = {CoRR},
volume = {abs/2206.03019},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.03019},
doi = {10.48550/ARXIV.2206.03019},
eprinttype = {arXiv},
eprint = {2206.03019},
timestamp = {Tue, 14 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-03019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-01555,
author = {Yuting Tang and
Nan Lu and
Tianyi Zhang and
Masashi Sugiyama},
title = {Learning from Multiple Unlabeled Datasets with Partial Risk Regularization},
journal = {CoRR},
volume = {abs/2207.01555},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.01555},
doi = {10.48550/ARXIV.2207.01555},
eprinttype = {arXiv},
eprint = {2207.01555},
timestamp = {Wed, 06 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-01555.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-02121,
author = {Yong Bai and
Yu{-}Jie Zhang and
Peng Zhao and
Masashi Sugiyama and
Zhi{-}Hua Zhou},
title = {Adapting to Online Label Shift with Provable Guarantees},
journal = {CoRR},
volume = {abs/2207.02121},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.02121},
doi = {10.48550/ARXIV.2207.02121},
eprinttype = {arXiv},
eprint = {2207.02121},
timestamp = {Thu, 07 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-02121.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-02011,
author = {Yivan Zhang and
Jindong Wang and
Xing Xie and
Masashi Sugiyama},
title = {Equivariant Disentangled Transformation for Domain Generalization
under Combination Shift},
journal = {CoRR},
volume = {abs/2208.02011},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.02011},
doi = {10.48550/ARXIV.2208.02011},
eprinttype = {arXiv},
eprint = {2208.02011},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-02011.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-15143,
author = {Nobutaka Ito and
Masashi Sugiyama},
title = {Audio Signal Enhancement with Learning from Positive and Unlabelled
Data},
journal = {CoRR},
volume = {abs/2210.15143},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.15143},
doi = {10.48550/ARXIV.2210.15143},
eprinttype = {arXiv},
eprint = {2210.15143},
timestamp = {Wed, 02 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-15143.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-00269,
author = {Jianan Zhou and
Jianing Zhu and
Jingfeng Zhang and
Tongliang Liu and
Gang Niu and
Bo Han and
Masashi Sugiyama},
title = {Adversarial Training with Complementary Labels: On the Benefit of
Gradually Informative Attacks},
journal = {CoRR},
volume = {abs/2211.00269},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.00269},
doi = {10.48550/ARXIV.2211.00269},
eprinttype = {arXiv},
eprint = {2211.00269},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-00269.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-13257,
author = {Tingting Zhao and
Ying Wang and
Wei Sun and
Yarui Chen and
Gang Niu and
Masashi Sugiyama},
title = {Representation Learning for Continuous Action Spaces is Beneficial
for Efficient Policy Learning},
journal = {CoRR},
volume = {abs/2211.13257},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.13257},
doi = {10.48550/ARXIV.2211.13257},
eprinttype = {arXiv},
eprint = {2211.13257},
timestamp = {Tue, 10 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-13257.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-13251,
author = {Shintaro Nakamura and
Han Bao and
Masashi Sugiyama},
title = {Robust computation of optimal transport by {\(\beta\)}-potential regularization},
journal = {CoRR},
volume = {abs/2212.13251},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.13251},
doi = {10.48550/ARXIV.2212.13251},
eprinttype = {arXiv},
eprint = {2212.13251},
timestamp = {Wed, 04 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-13251.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/automatica/OhnishiNSE21,
author = {Motoya Ohnishi and
Gennaro Notomista and
Masashi Sugiyama and
Magnus Egerstedt},
title = {Constraint learning for control tasks with limited duration barrier
functions},
journal = {Autom.},
volume = {127},
pages = {109504},
year = {2021},
url = {https://doi.org/10.1016/j.automatica.2021.109504},
doi = {10.1016/J.AUTOMATICA.2021.109504},
timestamp = {Fri, 16 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/automatica/OhnishiNSE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/SakaiNS21,
author = {Tomoya Sakai and
Gang Niu and
Masashi Sugiyama},
title = {Information-Theoretic Representation Learning for Positive-Unlabeled
Classification},
journal = {Neural Comput.},
volume = {33},
number = {1},
pages = {244--268},
year = {2021},
url = {https://doi.org/10.1162/neco\_a\_01337},
doi = {10.1162/NECO\_A\_01337},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/SakaiNS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/ShimadaBSS21,
author = {Takuya Shimada and
Han Bao and
Issei Sato and
Masashi Sugiyama},
title = {Classification From Pairwise Similarities/Dissimilarities and Unlabeled
Data via Empirical Risk Minimization},
journal = {Neural Comput.},
volume = {33},
number = {5},
pages = {1234--1268},
year = {2021},
url = {https://doi.org/10.1162/neco\_a\_01373},
doi = {10.1162/NECO\_A\_01373},
timestamp = {Thu, 20 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/ShimadaBSS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/XuNHS21,
author = {Wenkai Xu and
Gang Niu and
Aapo Hyv{\"{a}}rinen and
Masashi Sugiyama},
title = {Direction Matters: On Influence-Preserving Graph Summarization and
Max-Cut Principle for Directed Graphs},
journal = {Neural Comput.},
volume = {33},
number = {8},
pages = {2128--2162},
year = {2021},
url = {https://doi.org/10.1162/neco\_a\_01402},
doi = {10.1162/NECO\_A\_01402},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/XuNHS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/XieHFSTS21,
author = {Zeke Xie and
Fengxiang He and
Shaopeng Fu and
Issei Sato and
Dacheng Tao and
Masashi Sugiyama},
title = {Artificial Neural Variability for Deep Learning: On Overfitting, Noise
Memorization, and Catastrophic Forgetting},
journal = {Neural Comput.},
volume = {33},
number = {8},
pages = {2163--2192},
year = {2021},
url = {https://doi.org/10.1162/neco\_a\_01403},
doi = {10.1162/NECO\_A\_01403},
timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/XieHFSTS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/TsuchiyaCSS21,
author = {Taira Tsuchiya and
Nontawat Charoenphakdee and
Issei Sato and
Masashi Sugiyama},
title = {Semisupervised Ordinal Regression Based on Empirical Risk Minimization},
journal = {Neural Comput.},
volume = {33},
number = {12},
pages = {3361--3412},
year = {2021},
url = {https://doi.org/10.1162/neco\_a\_01445},
doi = {10.1162/NECO\_A\_01445},
timestamp = {Fri, 10 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neco/TsuchiyaCSS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sncs/ZhangYLS21,
author = {Tianyi Zhang and
Ikko Yamane and
Nan Lu and
Masashi Sugiyama},
title = {A One-Step Approach to Covariate Shift Adaptation},
journal = {{SN} Comput. Sci.},
volume = {2},
number = {4},
pages = {319},
year = {2021},
url = {https://doi.org/10.1007/s42979-021-00678-6},
doi = {10.1007/S42979-021-00678-6},
timestamp = {Tue, 15 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sncs/ZhangYLS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/TangkarattCS21,
author = {Voot Tangkaratt and
Nontawat Charoenphakdee and
Masashi Sugiyama},
editor = {Arindam Banerjee and
Kenji Fukumizu},
title = {Robust Imitation Learning from Noisy Demonstrations},
booktitle = {The 24th International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2021, April 13-15, 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {130},
pages = {298--306},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v130/tangkaratt21a.html},
timestamp = {Wed, 14 Apr 2021 16:51:37 +0200},
biburl = {https://dblp.org/rec/conf/aistats/TangkarattCS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/0002S21,
author = {Han Bao and
Masashi Sugiyama},
editor = {Arindam Banerjee and
Kenji Fukumizu},
title = {Fenchel-Young Losses with Skewed Entropies for Class-posterior Probability
Estimation},
booktitle = {The 24th International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2021, April 13-15, 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {130},
pages = {1648--1656},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v130/bao21b.html},
timestamp = {Wed, 14 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/0002S21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/FujisawaTSS21,
author = {Masahiro Fujisawa and
Takeshi Teshima and
Issei Sato and
Masashi Sugiyama},
editor = {Arindam Banerjee and
Kenji Fukumizu},
title = {{\(\gamma\)}-ABC: Outlier-Robust Approximate Bayesian Computation
Based on a Robust Divergence Estimator},
booktitle = {The 24th International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2021, April 13-15, 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {130},
pages = {1783--1791},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v130/fujisawa21a.html},
timestamp = {Wed, 14 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/FujisawaTSS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ParmasS21,
author = {Paavo Parmas and
Masashi Sugiyama},
editor = {Arindam Banerjee and
Kenji Fukumizu},
title = {A unified view of likelihood ratio and reparameterization gradients},
booktitle = {The 24th International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2021, April 13-15, 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {130},
pages = {4078--4086},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v130/parmas21a.html},
timestamp = {Wed, 14 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ParmasS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/Sugiyama21,
author = {Masashi Sugiyama},
editor = {Gao Cong and
Maya Ramanath},
title = {Mixture Proportion Estimation in Weakly Supervised Learning},
booktitle = {Proceedings of the {CIKM} 2021 Workshops co-located with 30th {ACM}
International Conference on Information and Knowledge Management {(CIKM}
2021), Gold Coast, Queensland, Australia, November 1-5, 2021},
series = {{CEUR} Workshop Proceedings},
volume = {3052},
publisher = {CEUR-WS.org},
year = {2021},
url = {https://ceur-ws.org/Vol-3052/keynote1.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:33 +0100},
biburl = {https://dblp.org/rec/conf/cikm/Sugiyama21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/CharoenphakdeeV21,
author = {Nontawat Charoenphakdee and
Jayakorn Vongkulbhisal and
Nuttapong Chairatanakul and
Masashi Sugiyama},
title = {On Focal Loss for Class-Posterior Probability Estimation: {A} Theoretical
Perspective},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2021, virtual, June 19-25, 2021},
pages = {5202--5211},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2021},
url = {https://openaccess.thecvf.com/content/CVPR2021/html/Charoenphakdee\_On\_Focal\_Loss\_for\_Class-Posterior\_Probability\_Estimation\_A\_Theoretical\_Perspective\_CVPR\_2021\_paper.html},
doi = {10.1109/CVPR46437.2021.00516},
timestamp = {Mon, 18 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/CharoenphakdeeV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eacl/JacoviNGS21,
author = {Alon Jacovi and
Gang Niu and
Yoav Goldberg and
Masashi Sugiyama},
editor = {Paola Merlo and
J{\"{o}}rg Tiedemann and
Reut Tsarfaty},
title = {Scalable Evaluation and Improvement of Document Set Expansion via
Neural Positive-Unlabeled Learning},
booktitle = {Proceedings of the 16th Conference of the European Chapter of the
Association for Computational Linguistics: Main Volume, {EACL} 2021,
Online, April 19 - 23, 2021},
pages = {581--592},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.eacl-main.47},
doi = {10.18653/V1/2021.EACL-MAIN.47},
timestamp = {Thu, 20 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eacl/JacoviNGS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/XieSS21,
author = {Zeke Xie and
Issei Sato and
Masashi Sugiyama},
title = {A Diffusion Theory For Deep Learning Dynamics: Stochastic Gradient
Descent Exponentially Favors Flat Minima},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=wXgk\_iCiYGo},
timestamp = {Wed, 23 Jun 2021 17:36:39 +0200},
biburl = {https://dblp.org/rec/conf/iclr/XieSS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ZhangZ00SK21,
author = {Jingfeng Zhang and
Jianing Zhu and
Gang Niu and
Bo Han and
Masashi Sugiyama and
Mohan S. Kankanhalli},
title = {Geometry-aware Instance-reweighted Adversarial Training},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=iAX0l6Cz8ub},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/ZhangZ00SK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Berthon00LS21,
author = {Antonin Berthon and
Bo Han and
Gang Niu and
Tongliang Liu and
Masashi Sugiyama},
editor = {Marina Meila and
Tong Zhang},
title = {Confidence Scores Make Instance-dependent Label-noise Learning Possible},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {825--836},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/berthon21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Berthon00LS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CaoFX00S21,
author = {Yuzhou Cao and
Lei Feng and
Yitian Xu and
Bo An and
Gang Niu and
Masashi Sugiyama},
editor = {Marina Meila and
Tong Zhang},
title = {Learning from Similarity-Confidence Data},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1272--1282},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/cao21b.html},
timestamp = {Sun, 04 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/CaoFX00S21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CharoenphakdeeC21,
author = {Nontawat Charoenphakdee and
Zhenghang Cui and
Yivan Zhang and
Masashi Sugiyama},
editor = {Marina Meila and
Tong Zhang},
title = {Classification with Rejection Based on Cost-sensitive Classification},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1507--1517},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/charoenphakdee21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CharoenphakdeeC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/000300LYS21,
author = {Shuo Chen and
Gang Niu and
Chen Gong and
Jun Li and
Jian Yang and
Masashi Sugiyama},
editor = {Marina Meila and
Tong Zhang},
title = {Large-Margin Contrastive Learning with Distance Polarization Regularizer},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1673--1683},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/chen21n.html},
timestamp = {Sat, 04 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/000300LYS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DuZ0LR0HS21,
author = {Xuefeng Du and
Jingfeng Zhang and
Bo Han and
Tongliang Liu and
Yu Rong and
Gang Niu and
Junzhou Huang and
Masashi Sugiyama},
editor = {Marina Meila and
Tong Zhang},
title = {Learning Diverse-Structured Networks for Adversarial Robustness},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2880--2891},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/du21f.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DuZ0LR0HS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FengSL0X00S21,
author = {Lei Feng and
Senlin Shu and
Nan Lu and
Bo Han and
Miao Xu and
Gang Niu and
Bo An and
Masashi Sugiyama},
editor = {Marina Meila and
Tong Zhang},
title = {Pointwise Binary Classification with Pairwise Confidence Comparisons},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3252--3262},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/feng21d.html},
timestamp = {Sun, 04 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/FengSL0X00S21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GaoLZ0L0S21,
author = {Ruize Gao and
Feng Liu and
Jingfeng Zhang and
Bo Han and
Tongliang Liu and
Gang Niu and
Masashi Sugiyama},
editor = {Marina Meila and
Tong Zhang},
title = {Maximum Mean Discrepancy Test is Aware of Adversarial Attacks},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3564--3575},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/gao21b.html},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GaoLZ0L0S21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiL00S21,
author = {Xuefeng Li and
Tongliang Liu and
Bo Han and
Gang Niu and
Masashi Sugiyama},
editor = {Marina Meila and
Tong Zhang},
title = {Provably End-to-end Label-noise Learning without Anchor Points},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6403--6413},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/li21l.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiL00S21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LuL0SS21,
author = {Nan Lu and
Shida Lei and
Gang Niu and
Issei Sato and
Masashi Sugiyama},
editor = {Marina Meila and
Tong Zhang},
title = {Binary Classification from Multiple Unlabeled Datasets via Surrogate
Set Classification},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7134--7144},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/lu21c.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LuL0SS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XieYZS21,
author = {Zeke Xie and
Li Yuan and
Zhanxing Zhu and
Masashi Sugiyama},
editor = {Marina Meila and
Tong Zhang},
title = {Positive-Negative Momentum: Manipulating Stochastic Gradient Noise
to Improve Generalization},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {11448--11458},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/xie21h.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/XieYZS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YamaneHYS21,
author = {Ikko Yamane and
Junya Honda and
Florian Yger and
Masashi Sugiyama},
editor = {Marina Meila and
Tong Zhang},
title = {Mediated Uncoupled Learning: Learning Functions without Direct Input-output
Correspondences},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {11637--11647},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/yamane21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/YamaneHYS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YanZ0FTS21,
author = {Hanshu Yan and
Jingfeng Zhang and
Gang Niu and
Jiashi Feng and
Vincent Y. F. Tan and
Masashi Sugiyama},
editor = {Marina Meila and
Tong Zhang},
title = {{CIFS:} Improving Adversarial Robustness of CNNs via Channel-wise
Importance-based Feature Selection},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {11693--11703},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/yan21e.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/YanZ0FTS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YoshidaTS21,
author = {Shuhei M. Yoshida and
Takashi Takenouchi and
Masashi Sugiyama},
editor = {Marina Meila and
Tong Zhang},
title = {Lower-Bounded Proper Losses for Weakly Supervised Classification},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {12110--12120},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/yoshida21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/YoshidaTS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Zhang0S21,
author = {Yivan Zhang and
Gang Niu and
Masashi Sugiyama},
editor = {Marina Meila and
Tong Zhang},
title = {Learning Noise Transition Matrix from Only Noisy Labels via Total
Variation Regularization},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {12501--12512},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/zhang21n.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Zhang0S21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FutamiIUSS21,
author = {Futoshi Futami and
Tomoharu Iwata and
Naonori Ueda and
Issei Sato and
Masashi Sugiyama},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Loss function based second-order Jensen inequality and its application
to particle variational inference},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {6803--6815},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/36165c62f7b7df72863d470d73302627-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/FutamiIUSS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WangLHLGNZS21,
author = {Qizhou Wang and
Feng Liu and
Bo Han and
Tongliang Liu and
Chen Gong and
Gang Niu and
Mingyuan Zhou and
Masashi Sugiyama},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Probabilistic Margins for Instance Reweighting in Adversarial Training},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {23258--23269},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/c3a690be93aa602ee2dc0ccab5b7b67e-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/WangLHLGNZS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DanBS21,
author = {Soham Dan and
Han Bao and
Masashi Sugiyama},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Learning from Noisy Similar and Dissimilar Data},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {233--249},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_15},
doi = {10.1007/978-3-030-86520-7\_15},
timestamp = {Wed, 28 Jun 2023 16:19:42 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/DanBS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/TeshimaS21,
author = {Takeshi Teshima and
Masashi Sugiyama},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Incorporating causal graphical prior knowledge into predictive modeling
via simple data augmentation},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {86--96},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/teshima21a.html},
timestamp = {Fri, 17 Dec 2021 17:06:27 +0100},
biburl = {https://dblp.org/rec/conf/uai/TeshimaS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-01366,
author = {Nontawat Charoenphakdee and
Jongyeong Lee and
Masashi Sugiyama},
title = {A Symmetric Loss Perspective of Reliable Machine Learning},
journal = {CoRR},
volume = {abs/2101.01366},
year = {2021},
url = {https://arxiv.org/abs/2101.01366},
eprinttype = {arXiv},
eprint = {2101.01366},
timestamp = {Sun, 24 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-01366.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-10842,
author = {Masato Ishii and
Masashi Sugiyama},
title = {Source-free Domain Adaptation via Distributional Alignment by Matching
Batch Normalization Statistics},
journal = {CoRR},
volume = {abs/2101.10842},
year = {2021},
url = {https://arxiv.org/abs/2101.10842},
eprinttype = {arXiv},
eprint = {2101.10842},
timestamp = {Sun, 31 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-10842.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-00678,
author = {Shida Lei and
Nan Lu and
Gang Niu and
Issei Sato and
Masashi Sugiyama},
title = {Binary Classification from Multiple Unlabeled Datasets via Surrogate
Set Classification},
journal = {CoRR},
volume = {abs/2102.00678},
year = {2021},
url = {https://arxiv.org/abs/2102.00678},
eprinttype = {arXiv},
eprint = {2102.00678},
timestamp = {Tue, 09 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-00678.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-01886,
author = {Xuefeng Du and
Jingfeng Zhang and
Bo Han and
Tongliang Liu and
Yu Rong and
Gang Niu and
Junzhou Huang and
Masashi Sugiyama},
title = {Learning Diverse-Structured Networks for Adversarial Robustness},
journal = {CoRR},
volume = {abs/2102.01886},
year = {2021},
url = {https://arxiv.org/abs/2102.01886},
eprinttype = {arXiv},
eprint = {2102.01886},
timestamp = {Tue, 09 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-01886.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-02400,
author = {Xuefeng Li and
Tongliang Liu and
Bo Han and
Gang Niu and
Masashi Sugiyama},
title = {Provably End-to-end Label-Noise Learning without Anchor Points},
journal = {CoRR},
volume = {abs/2102.02400},
year = {2021},
url = {https://arxiv.org/abs/2102.02400},
eprinttype = {arXiv},
eprint = {2102.02400},
timestamp = {Tue, 09 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-02400.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-02414,
author = {Yivan Zhang and
Gang Niu and
Masashi Sugiyama},
title = {Learning Noise Transition Matrix from Only Noisy Labels via Total
Variation Regularization},
journal = {CoRR},
volume = {abs/2102.02414},
year = {2021},
url = {https://arxiv.org/abs/2102.02414},
eprinttype = {arXiv},
eprint = {2102.02414},
timestamp = {Wed, 10 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-02414.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-03482,
author = {Jianing Zhu and
Jingfeng Zhang and
Bo Han and
Tongliang Liu and
Gang Niu and
Hongxia Yang and
Mohan S. Kankanhalli and
Masashi Sugiyama},
title = {Understanding the Interaction of Adversarial Training with Noisy Labels},
journal = {CoRR},
volume = {abs/2102.03482},
year = {2021},
url = {https://arxiv.org/abs/2102.03482},
eprinttype = {arXiv},
eprint = {2102.03482},
timestamp = {Wed, 10 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-03482.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-05311,
author = {Hanshu Yan and
Jingfeng Zhang and
Gang Niu and
Jiashi Feng and
Vincent Y. F. Tan and
Masashi Sugiyama},
title = {{CIFS:} Improving Adversarial Robustness of CNNs via Channel-wise
Importance-based Feature Selection},
journal = {CoRR},
volume = {abs/2102.05311},
year = {2021},
url = {https://arxiv.org/abs/2102.05311},
eprinttype = {arXiv},
eprint = {2102.05311},
timestamp = {Thu, 18 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-05311.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-06879,
author = {Yuzhou Cao and
Lei Feng and
Yitian Xu and
Bo An and
Gang Niu and
Masashi Sugiyama},
title = {Learning from Similarity-Confidence Data},
journal = {CoRR},
volume = {abs/2102.06879},
year = {2021},
url = {https://arxiv.org/abs/2102.06879},
eprinttype = {arXiv},
eprint = {2102.06879},
timestamp = {Sun, 04 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-06879.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-07327,
author = {Chen Chen and
Jingfeng Zhang and
Xilie Xu and
Tianlei Hu and
Gang Niu and
Gang Chen and
Masashi Sugiyama},
title = {Guided Interpolation for Adversarial Training},
journal = {CoRR},
volume = {abs/2102.07327},
year = {2021},
url = {https://arxiv.org/abs/2102.07327},
eprinttype = {arXiv},
eprint = {2102.07327},
timestamp = {Thu, 18 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-07327.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-00136,
author = {Takeshi Teshima and
Masashi Sugiyama},
title = {Incorporating Causal Graphical Prior Knowledge into Predictive Modeling
via Simple Data Augmentation},
journal = {CoRR},
volume = {abs/2103.00136},
year = {2021},
url = {https://arxiv.org/abs/2103.00136},
eprinttype = {arXiv},
eprint = {2103.00136},
timestamp = {Thu, 04 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-00136.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-00719,
author = {Ziqing Lu and
Chang Xu and
Bo Du and
Takashi Ishida and
Lefei Zhang and
Masashi Sugiyama},
title = {LocalDrop: {A} Hybrid Regularization for Deep Neural Networks},
journal = {CoRR},
volume = {abs/2103.00719},
year = {2021},
url = {https://arxiv.org/abs/2103.00719},
eprinttype = {arXiv},
eprint = {2103.00719},
timestamp = {Mon, 21 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-00719.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-02893,
author = {Shuhei M. Yoshida and
Takashi Takenouchi and
Masashi Sugiyama},
title = {Lower-bounded proper losses for weakly supervised classification},
journal = {CoRR},
volume = {abs/2103.02893},
year = {2021},
url = {https://arxiv.org/abs/2103.02893},
eprinttype = {arXiv},
eprint = {2103.02893},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-02893.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-07084,
author = {Takayuki Osa and
Voot Tangkaratt and
Masashi Sugiyama},
title = {Discovering Diverse Solutions in Deep Reinforcement Learning},
journal = {CoRR},
volume = {abs/2103.07084},
year = {2021},
url = {https://arxiv.org/abs/2103.07084},
eprinttype = {arXiv},
eprint = {2103.07084},
timestamp = {Wed, 24 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-07084.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-13569,
author = {Yivan Zhang and
Masashi Sugiyama},
title = {Approximating Instance-Dependent Noise via Instance-Confidence Embedding},
journal = {CoRR},
volume = {abs/2103.13569},
year = {2021},
url = {https://arxiv.org/abs/2103.13569},
eprinttype = {arXiv},
eprint = {2103.13569},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-13569.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-17182,
author = {Zeke Xie and
Li Yuan and
Zhanxing Zhu and
Masashi Sugiyama},
title = {Positive-Negative Momentum: Manipulating Stochastic Gradient Noise
to Improve Generalization},
journal = {CoRR},
volume = {abs/2103.17182},
year = {2021},
url = {https://arxiv.org/abs/2103.17182},
eprinttype = {arXiv},
eprint = {2103.17182},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-17182.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-14676,
author = {Jingfeng Zhang and
Xilie Xu and
Bo Han and
Tongliang Liu and
Gang Niu and
Lizhen Cui and
Masashi Sugiyama},
title = {NoiLIn: Do Noisy Labels Always Hurt Adversarial Training?},
journal = {CoRR},
volume = {abs/2105.14676},
year = {2021},
url = {https://arxiv.org/abs/2105.14676},
eprinttype = {arXiv},
eprint = {2105.14676},
timestamp = {Wed, 02 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-14676.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-14900,
author = {Paavo Parmas and
Masashi Sugiyama},
title = {A unified view of likelihood ratio and reparameterization gradients},
journal = {CoRR},
volume = {abs/2105.14900},
year = {2021},
url = {https://arxiv.org/abs/2105.14900},
eprinttype = {arXiv},
eprint = {2105.14900},
timestamp = {Wed, 02 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-14900.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-00445,
author = {Xiaobo Xia and
Tongliang Liu and
Bo Han and
Mingming Gong and
Jun Yu and
Gang Niu and
Masashi Sugiyama},
title = {Sample Selection with Uncertainty of Losses for Learning with Noisy
Labels},
journal = {CoRR},
volume = {abs/2106.00445},
year = {2021},
url = {https://arxiv.org/abs/2106.00445},
eprinttype = {arXiv},
eprint = {2106.00445},
timestamp = {Sun, 30 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-00445.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-00455,
author = {Xiaobo Xia and
Tongliang Liu and
Bo Han and
Mingming Gong and
Jun Yu and
Gang Niu and
Masashi Sugiyama},
title = {Instance Correction for Learning with Open-set Noisy Labels},
journal = {CoRR},
volume = {abs/2106.00455},
year = {2021},
url = {https://arxiv.org/abs/2106.00455},
eprinttype = {arXiv},
eprint = {2106.00455},
timestamp = {Sun, 30 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-00455.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-05010,
author = {Futoshi Futami and
Tomoharu Iwata and
Naonori Ueda and
Issei Sato and
Masashi Sugiyama},
title = {Loss function based second-order Jensen inequality and its application
to particle variational inference},
journal = {CoRR},
volume = {abs/2106.05010},
year = {2021},
url = {https://arxiv.org/abs/2106.05010},
eprinttype = {arXiv},
eprint = {2106.05010},
timestamp = {Wed, 16 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-05010.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-06152,
author = {Jiaqi Lv and
Lei Feng and
Miao Xu and
Bo An and
Gang Niu and
Xin Geng and
Masashi Sugiyama},
title = {On the Robustness of Average Losses for Partial-Label Learning},
journal = {CoRR},
volume = {abs/2106.06152},
year = {2021},
url = {https://arxiv.org/abs/2106.06152},
eprinttype = {arXiv},
eprint = {2106.06152},
timestamp = {Fri, 03 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-06152.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-07904,
author = {Qizhou Wang and
Feng Liu and
Bo Han and
Tongliang Liu and
Chen Gong and
Gang Niu and
Mingyuan Zhou and
Masashi Sugiyama},
title = {Probabilistic Margins for Instance Reweighting in Adversarial Training},
journal = {CoRR},
volume = {abs/2106.07904},
year = {2021},
url = {https://arxiv.org/abs/2106.07904},
eprinttype = {arXiv},
eprint = {2106.07904},
timestamp = {Wed, 30 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-07904.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-08864,
author = {Yuzhou Cao and
Lei Feng and
Senlin Shu and
Yitian Xu and
Bo An and
Gang Niu and
Masashi Sugiyama},
title = {Multi-Class Classification from Single-Class Data with Confidences},
journal = {CoRR},
volume = {abs/2106.08864},
year = {2021},
url = {https://arxiv.org/abs/2106.08864},
eprinttype = {arXiv},
eprint = {2106.08864},
timestamp = {Sun, 04 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-08864.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-09256,
author = {Xin{-}Qiang Cai and
Yao{-}Xiang Ding and
Zi{-}Xuan Chen and
Yuan Jiang and
Masashi Sugiyama and
Zhi{-}Hua Zhou},
title = {Seeing Differently, Acting Similarly: Imitation Learning with Heterogeneous
Observations},
journal = {CoRR},
volume = {abs/2106.09256},
year = {2021},
url = {https://arxiv.org/abs/2106.09256},
eprinttype = {arXiv},
eprint = {2106.09256},
timestamp = {Sun, 19 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-09256.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-05045,
author = {Shota Nakajima and
Masashi Sugiyama},
title = {Positive-Unlabeled Classification under Class-Prior Shift: {A} Prior-invariant
Approach Based on Density Ratio Estimation},
journal = {CoRR},
volume = {abs/2107.05045},
year = {2021},
url = {https://arxiv.org/abs/2107.05045},
eprinttype = {arXiv},
eprint = {2107.05045},
timestamp = {Tue, 20 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-05045.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-08135,
author = {Ikko Yamane and
Junya Honda and
Florian Yger and
Masashi Sugiyama},
title = {Mediated Uncoupled Learning: Learning Functions without Direct Input-output
Correspondences},
journal = {CoRR},
volume = {abs/2107.08135},
year = {2021},
url = {https://arxiv.org/abs/2107.08135},
eprinttype = {arXiv},
eprint = {2107.08135},
timestamp = {Thu, 22 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-08135.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-14676,
author = {Cheng{-}Yu Hsieh and
Wei{-}I Lin and
Miao Xu and
Gang Niu and
Hsuan{-}Tien Lin and
Masashi Sugiyama},
title = {Active Refinement for Multi-Label Learning: {A} Pseudo-Label Approach},
journal = {CoRR},
volume = {abs/2109.14676},
year = {2021},
url = {https://arxiv.org/abs/2109.14676},
eprinttype = {arXiv},
eprint = {2109.14676},
timestamp = {Mon, 04 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-14676.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-10157,
author = {Nan Lu and
Tianyi Zhang and
Tongtong Fang and
Takeshi Teshima and
Masashi Sugiyama},
title = {Rethinking Importance Weighting for Transfer Learning},
journal = {CoRR},
volume = {abs/2112.10157},
year = {2021},
url = {https://arxiv.org/abs/2112.10157},
eprinttype = {arXiv},
eprint = {2112.10157},
timestamp = {Tue, 04 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-10157.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-12303,
author = {Zhenguo Wu and
Masashi Sugiyama},
title = {Learning with Proper Partial Labels},
journal = {CoRR},
volume = {abs/2112.12303},
year = {2021},
url = {https://arxiv.org/abs/2112.12303},
eprinttype = {arXiv},
eprint = {2112.12303},
timestamp = {Tue, 04 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-12303.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijbidm/SainuiS20,
author = {Janya Sainui and
Masashi Sugiyama},
title = {Unsupervised key frame selection using information theory and colour
histogram difference},
journal = {Int. J. Bus. Intell. Data Min.},
volume = {16},
number = {3},
pages = {324--344},
year = {2020},
url = {https://doi.org/10.1504/IJBIDM.2020.106137},
doi = {10.1504/IJBIDM.2020.106137},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijbidm/SainuiS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KwonKSP20,
author = {Yongchan Kwon and
Wonyoung Kim and
Masashi Sugiyama and
Myunghee Cho Paik},
title = {Principled analytic classifier for positive-unlabeled learning via
weighted integral probability metric},
journal = {Mach. Learn.},
volume = {109},
number = {3},
pages = {513--532},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05836-9},
doi = {10.1007/S10994-019-05836-9},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/KwonKSP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ChenTLS20,
author = {Si{-}An Chen and
Voot Tangkaratt and
Hsuan{-}Tien Lin and
Masashi Sugiyama},
title = {Active deep Q-learning with demonstration},
journal = {Mach. Learn.},
volume = {109},
number = {9-10},
pages = {1699--1725},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05849-4},
doi = {10.1007/S10994-019-05849-4},
timestamp = {Thu, 12 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/ChenTLS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/OtaniOKS20,
author = {Naoya Otani and
Yosuke Otsubo and
Tetsuya Koike and
Masashi Sugiyama},
title = {Binary classification with ambiguous training data},
journal = {Mach. Learn.},
volume = {109},
number = {12},
pages = {2369--2388},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05915-2},
doi = {10.1007/S10994-020-05915-2},
timestamp = {Wed, 25 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/OtaniOKS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/CuiCSS20,
author = {Zhenghang Cui and
Nontawat Charoenphakdee and
Issei Sato and
Masashi Sugiyama},
title = {Classification from Triplet Comparison Data},
journal = {Neural Comput.},
volume = {32},
number = {3},
pages = {659--681},
year = {2020},
url = {https://doi.org/10.1162/neco\_a\_01262},
doi = {10.1162/NECO\_A\_01262},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/CuiCSS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/PanTSLS20,
author = {Yuangang Pan and
Ivor W. Tsang and
Avinash Kumar Singh and
Chin{-}Teng Lin and
Masashi Sugiyama},
title = {Stochastic Multichannel Ranking with Brain Dynamics Preferences},
journal = {Neural Comput.},
volume = {32},
number = {8},
pages = {1499--1530},
year = {2020},
url = {https://doi.org/10.1162/neco\_a\_01293},
doi = {10.1162/NECO\_A\_01293},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/PanTSLS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/KurokiXMHS20,
author = {Yuko Kuroki and
Liyuan Xu and
Atsushi Miyauchi and
Junya Honda and
Masashi Sugiyama},
title = {Polynomial-Time Algorithms for Multiple-Arm Identification with Full-Bandit
Feedback},
journal = {Neural Comput.},
volume = {32},
number = {9},
pages = {1733--1773},
year = {2020},
url = {https://doi.org/10.1162/neco\_a\_01299},
doi = {10.1162/NECO\_A\_01299},
timestamp = {Sun, 11 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/KurokiXMHS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ZhangYLS20,
author = {Tianyi Zhang and
Ikko Yamane and
Nan Lu and
Masashi Sugiyama},
editor = {Sinno Jialin Pan and
Masashi Sugiyama},
title = {A One-step Approach to Covariate Shift Adaptation},
booktitle = {Proceedings of The 12th Asian Conference on Machine Learning, {ACML}
2020, 18-20 November 2020, Bangkok, Thailand},
series = {Proceedings of Machine Learning Research},
volume = {129},
pages = {65--80},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v129/zhang20a.html},
timestamp = {Fri, 11 Dec 2020 11:11:05 +0100},
biburl = {https://dblp.org/rec/conf/acml/ZhangYLS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LuZNS20,
author = {Nan Lu and
Tianyi Zhang and
Gang Niu and
Masashi Sugiyama},
editor = {Silvia Chiappa and
Roberto Calandra},
title = {Mitigating Overfitting in Supervised Classification from Two Unlabeled
Datasets: {A} Consistent Risk Correction Approach},
booktitle = {The 23rd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]},
series = {Proceedings of Machine Learning Research},
volume = {108},
pages = {1115--1125},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v108/lu20c.html},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LuZNS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BaoS20,
author = {Han Bao and
Masashi Sugiyama},
editor = {Silvia Chiappa and
Roberto Calandra},
title = {Calibrated Surrogate Maximization of Linear-fractional Utility in
Binary Classification},
booktitle = {The 23rd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]},
series = {Proceedings of Machine Learning Research},
volume = {108},
pages = {2337--2347},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v108/bao20a.html},
timestamp = {Thu, 28 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/BaoS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/BaoSS20,
author = {Han Bao and
Clayton Scott and
Masashi Sugiyama},
editor = {Jacob D. Abernethy and
Shivani Agarwal},
title = {Calibrated Surrogate Losses for Adversarially Robust Classification},
booktitle = {Conference on Learning Theory, {COLT} 2020, 9-12 July 2020, Virtual
Event [Graz, Austria]},
series = {Proceedings of Machine Learning Research},
volume = {125},
pages = {408--451},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v125/bao20a.html},
timestamp = {Thu, 28 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/BaoSS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Chou0LS20,
author = {Yu{-}Ting Chou and
Gang Niu and
Hsuan{-}Tien Lin and
Masashi Sugiyama},
title = {Unbiased Risk Estimators Can Mislead: {A} Case Study of Learning with
Complementary Labels},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1929--1938},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/chou20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Chou0LS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FengK000S20,
author = {Lei Feng and
Takuo Kaneko and
Bo Han and
Gang Niu and
Bo An and
Masashi Sugiyama},
title = {Learning with Multiple Complementary Labels},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3072--3081},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/feng20a.html},
timestamp = {Sun, 04 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/FengK000S20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FutamiSS20,
author = {Futoshi Futami and
Issei Sato and
Masashi Sugiyama},
title = {Accelerating the diffusion-based ensemble sampling by non-reversible
dynamics},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3337--3347},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/futami20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/FutamiSS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/00030YYXTS20,
author = {Bo Han and
Gang Niu and
Xingrui Yu and
Quanming Yao and
Miao Xu and
Ivor W. Tsang and
Masashi Sugiyama},
title = {{SIGUA:} Forgetting May Make Learning with Noisy Labels More Robust},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4006--4016},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/han20c.html},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/00030YYXTS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/IshidaYS0S20,
author = {Takashi Ishida and
Ikko Yamane and
Tomoya Sakai and
Gang Niu and
Masashi Sugiyama},
title = {Do We Need Zero Training Loss After Achieving Zero Training Error?},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4604--4614},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/ishida20a.html},
timestamp = {Mon, 21 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/IshidaYS0S20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Kuroki0HS20,
author = {Yuko Kuroki and
Atsushi Miyauchi and
Junya Honda and
Masashi Sugiyama},
title = {Online Dense Subgraph Discovery via Blurred-Graph Feedback},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5522--5532},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/kuroki20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Kuroki0HS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LvXF0GS20,
author = {Jiaqi Lv and
Miao Xu and
Lei Feng and
Gang Niu and
Xin Geng and
Masashi Sugiyama},
title = {Progressive Identification of True Labels for Partial-Label Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6500--6510},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/lv20a.html},
timestamp = {Fri, 03 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LvXF0GS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Tangkaratt0KS20,
author = {Voot Tangkaratt and
Bo Han and
Mohammad Emtiyaz Khan and
Masashi Sugiyama},
title = {Variational Imitation Learning with Diverse-quality Demonstrations},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9407--9417},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/tangkaratt20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Tangkaratt0KS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TeshimaSS20,
author = {Takeshi Teshima and
Issei Sato and
Masashi Sugiyama},
title = {Few-shot Domain Adaptation by Causal Mechanism Transfer},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9458--9469},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/teshima20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/TeshimaSS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TsuzukuSS20,
author = {Yusuke Tsuzuku and
Issei Sato and
Masashi Sugiyama},
title = {Normalized Flat Minima: Exploring Scale Invariant Definition of Flat
Minima for Neural Networks Using PAC-Bayesian Analysis},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9636--9647},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/tsuzuku20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/TsuzukuSS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhangXH0CSK20,
author = {Jingfeng Zhang and
Xilie Xu and
Bo Han and
Gang Niu and
Lizhen Cui and
Masashi Sugiyama and
Mohan S. Kankanhalli},
title = {Attacks Which Do Not Kill Training Make Adversarial Learning Stronger},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {11278--11287},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/zhang20z.html},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ZhangXH0CSK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ShinodaKS20,
author = {Kazuhiko Shinoda and
Hirotaka Kaji and
Masashi Sugiyama},
editor = {Christian Bessiere},
title = {Binary Classification from Positive Data with Skewed Confidence},
booktitle = {Proceedings of the Twenty-Ninth International Joint Conference on
Artificial Intelligence, {IJCAI} 2020},
pages = {3328--3334},
publisher = {ijcai.org},
year = {2020},
url = {https://doi.org/10.24963/ijcai.2020/460},
doi = {10.24963/IJCAI.2020/460},
timestamp = {Mon, 20 Jul 2020 12:38:52 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ShinodaKS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/TanakaKSTS20,
author = {Tatsuya Tanaka and
Toshimitsu Kaneko and
Masahiro Sekine and
Voot Tangkaratt and
Masashi Sugiyama},
title = {Simultaneous Planning for Item Picking and Placing by Deep Reinforcement
Learning},
booktitle = {{IEEE/RSJ} International Conference on Intelligent Robots and Systems,
{IROS} 2020, Las Vegas, NV, USA, October 24, 2020 - January 24, 2021},
pages = {9705--9711},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IROS45743.2020.9340929},
doi = {10.1109/IROS45743.2020.9340929},
timestamp = {Wed, 17 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iros/TanakaKSTS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/LuoFWGSW20,
author = {Jie Luo and
Sarah F. Frisken and
Duo Wang and
Alexandra J. Golby and
Masashi Sugiyama and
William M. Wells III},
editor = {Anne L. Martel and
Purang Abolmaesumi and
Danail Stoyanov and
Diana Mateus and
Maria A. Zuluaga and
S. Kevin Zhou and
Daniel Racoceanu and
Leo Joskowicz},
title = {Are Registration Uncertainty and Error Monotonically Associated?},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2020 - 23rd International Conference, Lima, Peru, October 4-8, 2020,
Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12263},
pages = {264--274},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-59716-0\_26},
doi = {10.1007/978-3-030-59716-0\_26},
timestamp = {Wed, 11 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/LuoFWGSW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/NordstromBLHMS20,
author = {Marcus Nordstr{\"{o}}m and
Han Bao and
Fredrik L{\"{o}}fman and
Henrik Hult and
Atsuto Maki and
Masashi Sugiyama},
editor = {Anne L. Martel and
Purang Abolmaesumi and
Danail Stoyanov and
Diana Mateus and
Maria A. Zuluaga and
S. Kevin Zhou and
Daniel Racoceanu and
Leo Joskowicz},
title = {Calibrated Surrogate Maximization of Dice},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2020 - 23rd International Conference, Lima, Peru, October 4-8, 2020,
Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12264},
pages = {269--278},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-59719-1\_27},
doi = {10.1007/978-3-030-59719-1\_27},
timestamp = {Thu, 28 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/NordstromBLHMS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FangL0S20,
author = {Tongtong Fang and
Nan Lu and
Gang Niu and
Masashi Sugiyama},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Rethinking Importance Weighting for Deep Learning under Distribution
Shift},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/8b9e7ab295e87570551db122a04c6f7c-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/FangL0S20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FengL0X0G0S20,
author = {Lei Feng and
Jiaqi Lv and
Bo Han and
Miao Xu and
Gang Niu and
Xin Geng and
Bo An and
Masashi Sugiyama},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Provably Consistent Partial-Label Learning},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/7bd28f15a49d5e5848d6ec70e584e625-Abstract.html},
timestamp = {Fri, 03 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/FengL0X0G0S20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TeshimaITOIS20,
author = {Takeshi Teshima and
Isao Ishikawa and
Koichi Tojo and
Kenta Oono and
Masahiro Ikeda and
Masashi Sugiyama},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Coupling-based Invertible Neural Networks Are Universal Diffeomorphism
Approximators},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/2290a7385ed77cc5592dc2153229f082-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/TeshimaITOIS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TsuchiyaHS20,
author = {Taira Tsuchiya and
Junya Honda and
Masashi Sugiyama},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Analysis and Design of Thompson Sampling for Stochastic Partial Monitoring},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/649d45bf179296e31731adfd4df25588-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/TsuchiyaHS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/XiaL0WGL0TS20,
author = {Xiaobo Xia and
Tongliang Liu and
Bo Han and
Nannan Wang and
Mingming Gong and
Haifeng Liu and
Gang Niu and
Dacheng Tao and
Masashi Sugiyama},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Part-dependent Label Noise: Towards Instance-dependent Label Noise},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/5607fe8879e4fd269e88387e8cb30b7e-Abstract.html},
timestamp = {Mon, 11 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/XiaL0WGL0TS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YaoL0GD0S20,
author = {Yu Yao and
Tongliang Liu and
Bo Han and
Mingming Gong and
Jiankang Deng and
Gang Niu and
Masashi Sugiyama},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Dual {T:} Reducing Estimation Error for Transition Matrix in Label-noise
Learning},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/512c5cad6c37edb98ae91c8a76c3a291-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YaoL0GD0S20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhangCWS20,
author = {Yivan Zhang and
Nontawat Charoenphakdee and
Zhenguo Wu and
Masashi Sugiyama},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Learning from Aggregate Observations},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/5b0fa0e4c041548bb6289e15d865a696-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ZhangCWS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/IshiiTS20,
author = {Masato Ishii and
Takashi Takenouchi and
Masashi Sugiyama},
title = {Partially Zero-shot Domain Adaptation from Incomplete Target Data
with Missing Classes},
booktitle = {{IEEE} Winter Conference on Applications of Computer Vision, {WACV}
2020, Snowmass Village, CO, USA, March 1-5, 2020},
pages = {3041--3049},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/WACV45572.2020.9093298},
doi = {10.1109/WACV45572.2020.9093298},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wacv/IshiiTS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/acml/2020,
editor = {Sinno Jialin Pan and
Masashi Sugiyama},
title = {Proceedings of The 12th Asian Conference on Machine Learning, {ACML}
2020, 18-20 November 2020, Bangkok, Thailand},
series = {Proceedings of Machine Learning Research},
volume = {129},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v129/},
timestamp = {Fri, 11 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/2020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-03772,
author = {Antonin Berthon and
Bo Han and
Gang Niu and
Tongliang Liu and
Masashi Sugiyama},
title = {Confidence Scores Make Instance-dependent Label-noise Learning Possible},
journal = {CoRR},
volume = {abs/2001.03772},
year = {2020},
url = {https://arxiv.org/abs/2001.03772},
eprinttype = {arXiv},
eprint = {2001.03772},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-03772.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-10642,
author = {Kazuhiko Shinoda and
Hirotaka Kaji and
Masashi Sugiyama},
title = {Binary Classification from Positive Data with Skewed Confidence},
journal = {CoRR},
volume = {abs/2001.10642},
year = {2020},
url = {https://arxiv.org/abs/2001.10642},
eprinttype = {arXiv},
eprint = {2001.10642},
timestamp = {Thu, 30 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-10642.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-00995,
author = {Soham Dan and
Han Bao and
Masashi Sugiyama},
title = {Learning from Noisy Similar and Dissimilar Data},
journal = {CoRR},
volume = {abs/2002.00995},
year = {2020},
url = {https://arxiv.org/abs/2002.00995},
eprinttype = {arXiv},
eprint = {2002.00995},
timestamp = {Thu, 28 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-00995.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-03495,
author = {Zeke Xie and
Issei Sato and
Masashi Sugiyama},
title = {A Diffusion Theory for Deep Learning Dynamics: Stochastic Gradient
Descent Escapes From Sharp Minima Exponentially Fast},
journal = {CoRR},
volume = {abs/2002.03495},
year = {2020},
url = {https://arxiv.org/abs/2002.03495},
eprinttype = {arXiv},
eprint = {2002.03495},
timestamp = {Wed, 12 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-03495.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-03497,
author = {Takeshi Teshima and
Issei Sato and
Masashi Sugiyama},
title = {Few-shot Domain Adaptation by Causal Mechanism Transfer},
journal = {CoRR},
volume = {abs/2002.03497},
year = {2020},
url = {https://arxiv.org/abs/2002.03497},
eprinttype = {arXiv},
eprint = {2002.03497},
timestamp = {Wed, 12 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-03497.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-03673,
author = {Yu Yao and
Tongliang Liu and
Bo Han and
Mingming Gong and
Gang Niu and
Masashi Sugiyama and
Dacheng Tao},
title = {Towards Mixture Proportion Estimation without Irreducibility},
journal = {CoRR},
volume = {abs/2002.03673},
year = {2020},
url = {https://arxiv.org/abs/2002.03673},
eprinttype = {arXiv},
eprint = {2002.03673},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-03673.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-08053,
author = {Jiaqi Lv and
Miao Xu and
Lei Feng and
Gang Niu and
Xin Geng and
Masashi Sugiyama},
title = {Progressive Identification of True Labels for Partial-Label Learning},
journal = {CoRR},
volume = {abs/2002.08053},
year = {2020},
url = {https://arxiv.org/abs/2002.08053},
eprinttype = {arXiv},
eprint = {2002.08053},
timestamp = {Fri, 03 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-08053.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-08709,
author = {Takashi Ishida and
Ikko Yamane and
Tomoya Sakai and
Gang Niu and
Masashi Sugiyama},
title = {Do We Need Zero Training Loss After Achieving Zero Training Error?},
journal = {CoRR},
volume = {abs/2002.08709},
year = {2020},
url = {https://arxiv.org/abs/2002.08709},
eprinttype = {arXiv},
eprint = {2002.08709},
timestamp = {Mon, 21 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-08709.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-11242,
author = {Jingfeng Zhang and
Xilie Xu and
Bo Han and
Gang Niu and
Lizhen Cui and
Masashi Sugiyama and
Mohan S. Kankanhalli},
title = {Attacks Which Do Not Kill Training Make Adversarial Learning Stronger},
journal = {CoRR},
volume = {abs/2002.11242},
year = {2020},
url = {https://arxiv.org/abs/2002.11242},
eprinttype = {arXiv},
eprint = {2002.11242},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-11242.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-04691,
author = {Hideaki Imamura and
Nontawat Charoenphakdee and
Futoshi Futami and
Issei Sato and
Junya Honda and
Masashi Sugiyama},
title = {Time-varying Gaussian Process Bandit Optimization with Non-constant
Evaluation Time},
journal = {CoRR},
volume = {abs/2003.04691},
year = {2020},
url = {https://arxiv.org/abs/2003.04691},
eprinttype = {arXiv},
eprint = {2003.04691},
timestamp = {Tue, 17 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-04691.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-09483,
author = {Jie Luo and
Guangshen Ma and
Sarah F. Frisken and
Parikshit Juvekar and
Nazim Haouchine and
Zhe Xu and
Yiming Xiao and
Alexandra J. Golby and
Patrick J. Codd and
Masashi Sugiyama and
William M. Wells III},
title = {Do Public Datasets Assure Unbiased Comparisons for Registration Evaluation?},
journal = {CoRR},
volume = {abs/2003.09483},
year = {2020},
url = {https://arxiv.org/abs/2003.09483},
eprinttype = {arXiv},
eprint = {2003.09483},
timestamp = {Wed, 11 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-09483.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-06316,
author = {Yivan Zhang and
Nontawat Charoenphakdee and
Zhenguo Wu and
Masashi Sugiyama},
title = {Learning from Aggregate Observations},
journal = {CoRR},
volume = {abs/2004.06316},
year = {2020},
url = {https://arxiv.org/abs/2004.06316},
eprinttype = {arXiv},
eprint = {2004.06316},
timestamp = {Thu, 23 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-06316.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-13748,
author = {Han Bao and
Clayton Scott and
Masashi Sugiyama},
title = {Calibrated Surrogate Losses for Adversarially Robust Classification},
journal = {CoRR},
volume = {abs/2005.13748},
year = {2020},
url = {https://arxiv.org/abs/2005.13748},
eprinttype = {arXiv},
eprint = {2005.13748},
timestamp = {Thu, 28 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-13748.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-04662,
author = {Tongtong Fang and
Nan Lu and
Gang Niu and
Masashi Sugiyama},
title = {Rethinking Importance Weighting for Deep Learning under Distribution
Shift},
journal = {CoRR},
volume = {abs/2006.04662},
year = {2020},
url = {https://arxiv.org/abs/2006.04662},
eprinttype = {arXiv},
eprint = {2006.04662},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-04662.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-06207,
author = {Han Bao and
Takuya Shimada and
Liyuan Xu and
Issei Sato and
Masashi Sugiyama},
title = {Similarity-based Classification: Connecting Similarity Learning to
Binary Classification},
journal = {CoRR},
volume = {abs/2006.06207},
year = {2020},
url = {https://arxiv.org/abs/2006.06207},
eprinttype = {arXiv},
eprint = {2006.06207},
timestamp = {Thu, 28 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-06207.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-07805,
author = {Yu Yao and
Tongliang Liu and
Bo Han and
Mingming Gong and
Jiankang Deng and
Gang Niu and
Masashi Sugiyama},
title = {Dual {T:} Reducing Estimation Error for Transition Matrix in Label-noise
Learning},
journal = {CoRR},
volume = {abs/2006.07805},
year = {2020},
url = {https://arxiv.org/abs/2006.07805},
eprinttype = {arXiv},
eprint = {2006.07805},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-07805.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-07836,
author = {Xiaobo Xia and
Tongliang Liu and
Bo Han and
Nannan Wang and
Mingming Gong and
Haifeng Liu and
Gang Niu and
Dacheng Tao and
Masashi Sugiyama},
title = {Parts-dependent Label Noise: Towards Instance-dependent Label Noise},
journal = {CoRR},
volume = {abs/2006.07836},
year = {2020},
url = {https://arxiv.org/abs/2006.07836},
eprinttype = {arXiv},
eprint = {2006.07836},
timestamp = {Mon, 11 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-07836.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-08306,
author = {Kei Mukaiyama and
Issei Sato and
Masashi Sugiyama},
title = {LFD-ProtoNet: Prototypical Network Based on Local Fisher Discriminant
Analysis for Few-shot Learning},
journal = {CoRR},
volume = {abs/2006.08306},
year = {2020},
url = {https://arxiv.org/abs/2006.08306},
eprinttype = {arXiv},
eprint = {2006.08306},
timestamp = {Wed, 17 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-08306.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-09668,
author = {Taira Tsuchiya and
Junya Honda and
Masashi Sugiyama},
title = {Analysis and Design of Thompson Sampling for Stochastic Partial Monitoring},
journal = {CoRR},
volume = {abs/2006.09668},
year = {2020},
url = {https://arxiv.org/abs/2006.09668},
eprinttype = {arXiv},
eprint = {2006.09668},
timestamp = {Wed, 24 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-09668.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-11469,
author = {Takeshi Teshima and
Isao Ishikawa and
Koichi Tojo and
Kenta Oono and
Masahiro Ikeda and
Masashi Sugiyama},
title = {Coupling-based Invertible Neural Networks Are Universal Diffeomorphism
Approximators},
journal = {CoRR},
volume = {abs/2006.11469},
year = {2020},
url = {https://arxiv.org/abs/2006.11469},
eprinttype = {arXiv},
eprint = {2006.11469},
timestamp = {Tue, 23 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-11469.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-11942,
author = {Mehdi Abbana Bennani and
Masashi Sugiyama},
title = {Generalisation Guarantees for Continual Learning with Orthogonal Gradient
Descent},
journal = {CoRR},
volume = {abs/2006.11942},
year = {2020},
url = {https://arxiv.org/abs/2006.11942},
eprinttype = {arXiv},
eprint = {2006.11942},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-11942.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-13642,
author = {Yuko Kuroki and
Atsushi Miyauchi and
Junya Honda and
Masashi Sugiyama},
title = {Online Dense Subgraph Discovery via Blurred-Graph Feedback},
journal = {CoRR},
volume = {abs/2006.13642},
year = {2020},
url = {https://arxiv.org/abs/2006.13642},
eprinttype = {arXiv},
eprint = {2006.13642},
timestamp = {Wed, 01 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-13642.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-15815,
author = {Zeke Xie and
Xinrui Wang and
Huishuai Zhang and
Issei Sato and
Masashi Sugiyama},
title = {Adai: Separating the Effects of Adaptive Learning Rate and Momentum
Inertia},
journal = {CoRR},
volume = {abs/2006.15815},
year = {2020},
url = {https://arxiv.org/abs/2006.15815},
eprinttype = {arXiv},
eprint = {2006.15815},
timestamp = {Wed, 01 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-15815.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-02235,
author = {Yu{-}Ting Chou and
Gang Niu and
Hsuan{-}Tien Lin and
Masashi Sugiyama},
title = {Unbiased Risk Estimators Can Mislead: {A} Case Study of Learning with
Complementary Labels},
journal = {CoRR},
volume = {abs/2007.02235},
year = {2020},
url = {https://arxiv.org/abs/2007.02235},
eprinttype = {arXiv},
eprint = {2007.02235},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-02235.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-04043,
author = {Tianyi Zhang and
Ikko Yamane and
Nan Lu and
Masashi Sugiyama},
title = {A One-step Approach to Covariate Shift Adaptation},
journal = {CoRR},
volume = {abs/2007.04043},
year = {2020},
url = {https://arxiv.org/abs/2007.04043},
eprinttype = {arXiv},
eprint = {2007.04043},
timestamp = {Mon, 20 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-04043.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-08929,
author = {Lei Feng and
Jiaqi Lv and
Bo Han and
Miao Xu and
Gang Niu and
Xin Geng and
Bo An and
Masashi Sugiyama},
title = {Provably Consistent Partial-Label Learning},
journal = {CoRR},
volume = {abs/2007.08929},
year = {2020},
url = {https://arxiv.org/abs/2007.08929},
eprinttype = {arXiv},
eprint = {2007.08929},
timestamp = {Fri, 03 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-08929.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-01736,
author = {Jingfeng Zhang and
Jianing Zhu and
Gang Niu and
Bo Han and
Masashi Sugiyama and
Mohan S. Kankanhalli},
title = {Geometry-aware Instance-reweighted Adversarial Training},
journal = {CoRR},
volume = {abs/2010.01736},
year = {2020},
url = {https://arxiv.org/abs/2010.01736},
eprinttype = {arXiv},
eprint = {2010.01736},
timestamp = {Mon, 12 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-01736.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-01875,
author = {Lei Feng and
Senlin Shu and
Nan Lu and
Bo Han and
Miao Xu and
Gang Niu and
Bo An and
Masashi Sugiyama},
title = {Pointwise Binary Classification with Pairwise Confidence Comparisons},
journal = {CoRR},
volume = {abs/2010.01875},
year = {2020},
url = {https://arxiv.org/abs/2010.01875},
eprinttype = {arXiv},
eprint = {2010.01875},
timestamp = {Sun, 04 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-01875.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-10181,
author = {Voot Tangkaratt and
Nontawat Charoenphakdee and
Masashi Sugiyama},
title = {Robust Imitation Learning from Noisy Demonstrations},
journal = {CoRR},
volume = {abs/2010.10181},
year = {2020},
url = {https://arxiv.org/abs/2010.10181},
eprinttype = {arXiv},
eprint = {2010.10181},
timestamp = {Tue, 27 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-10181.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-11415,
author = {Ruize Gao and
Feng Liu and
Jingfeng Zhang and
Bo Han and
Tongliang Liu and
Gang Niu and
Masashi Sugiyama},
title = {Maximum Mean Discrepancy is Aware of Adversarial Attacks},
journal = {CoRR},
volume = {abs/2010.11415},
year = {2020},
url = {https://arxiv.org/abs/2010.11415},
eprinttype = {arXiv},
eprint = {2010.11415},
timestamp = {Fri, 26 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-11415.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-11748,
author = {Nontawat Charoenphakdee and
Zhenghang Cui and
Yivan Zhang and
Masashi Sugiyama},
title = {Classification with Rejection Based on Cost-sensitive Classification},
journal = {CoRR},
volume = {abs/2010.11748},
year = {2020},
url = {https://arxiv.org/abs/2010.11748},
eprinttype = {arXiv},
eprint = {2010.11748},
timestamp = {Tue, 27 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-11748.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-02598,
author = {Naoya Otani and
Yosuke Otsubo and
Tetsuya Koike and
Masashi Sugiyama},
title = {Binary classification with ambiguous training data},
journal = {CoRR},
volume = {abs/2011.02598},
year = {2020},
url = {https://arxiv.org/abs/2011.02598},
eprinttype = {arXiv},
eprint = {2011.02598},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-02598.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-04406,
author = {Bo Han and
Quanming Yao and
Tongliang Liu and
Gang Niu and
Ivor W. Tsang and
James T. Kwok and
Masashi Sugiyama},
title = {A Survey of Label-noise Representation Learning: Past, Present and
Future},
journal = {CoRR},
volume = {abs/2011.04406},
year = {2020},
url = {https://arxiv.org/abs/2011.04406},
eprinttype = {arXiv},
eprint = {2011.04406},
timestamp = {Thu, 12 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-04406.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-06220,
author = {Zeke Xie and
Fengxiang He and
Shaopeng Fu and
Issei Sato and
Dacheng Tao and
Masashi Sugiyama},
title = {Artificial Neural Variability for Deep Learning: On Overfitting, Noise
Memorization, and Catastrophic Forgetting},
journal = {CoRR},
volume = {abs/2011.06220},
year = {2020},
url = {https://arxiv.org/abs/2011.06220},
eprinttype = {arXiv},
eprint = {2011.06220},
timestamp = {Wed, 18 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-06220.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-09172,
author = {Nontawat Charoenphakdee and
Jayakorn Vongkulbhisal and
Nuttapong Chairatanakul and
Masashi Sugiyama},
title = {On Focal Loss for Class-Posterior Probability Estimation: {A} Theoretical
Perspective},
journal = {CoRR},
volume = {abs/2011.09172},
year = {2020},
url = {https://arxiv.org/abs/2011.09172},
eprinttype = {arXiv},
eprint = {2011.09172},
timestamp = {Thu, 26 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-09172.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-11152,
author = {Zeke Xie and
Issei Sato and
Masashi Sugiyama},
title = {Stable Weight Decay Regularization},
journal = {CoRR},
volume = {abs/2011.11152},
year = {2020},
url = {https://arxiv.org/abs/2011.11152},
eprinttype = {arXiv},
eprint = {2011.11152},
timestamp = {Wed, 25 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-11152.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-15584,
author = {Yuko Kuroki and
Junya Honda and
Masashi Sugiyama},
title = {Combinatorial Pure Exploration with Full-bandit Feedback and Beyond:
Solving Combinatorial Optimization under Uncertainty with Limited
Observation},
journal = {CoRR},
volume = {abs/2012.15584},
year = {2020},
url = {https://arxiv.org/abs/2012.15584},
eprinttype = {arXiv},
eprint = {2012.15584},
timestamp = {Fri, 08 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-15584.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SugiyamaN19,
author = {Masashi Sugiyama and
Yung{-}Kyun Noh},
title = {Foreword: special issue for the journal track of the 10th Asian Conference
on Machine Learning {(ACML} 2018)},
journal = {Mach. Learn.},
volume = {108},
number = {5},
pages = {717--719},
year = {2019},
url = {https://doi.org/10.1007/s10994-019-05796-0},
doi = {10.1007/S10994-019-05796-0},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/SugiyamaN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KanoHSMNS19,
author = {Hideaki Kano and
Junya Honda and
Kentaro Sakamaki and
Kentaro Matsuura and
Atsuyoshi Nakamura and
Masashi Sugiyama},
title = {Good arm identification via bandit feedback},
journal = {Mach. Learn.},
volume = {108},
number = {5},
pages = {721--745},
year = {2019},
url = {https://doi.org/10.1007/s10994-019-05784-4},
doi = {10.1007/S10994-019-05784-4},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/KanoHSMNS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HanYPTXYS19,
author = {Bo Han and
Quanming Yao and
Yuangang Pan and
Ivor W. Tsang and
Xiaokui Xiao and
Qiang Yang and
Masashi Sugiyama},
title = {Millionaire: a hint-guided approach for crowdsourcing},
journal = {Mach. Learn.},
volume = {108},
number = {5},
pages = {831--858},
year = {2019},
url = {https://doi.org/10.1007/s10994-018-5766-5},
doi = {10.1007/S10994-018-5766-5},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/HanYPTXYS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbe/KajiIS19,
author = {Hirotaka Kaji and
Hisashi Iizuka and
Masashi Sugiyama},
title = {ECG-Based Concentration Recognition With Multi-Task Regression},
journal = {{IEEE} Trans. Biomed. Eng.},
volume = {66},
number = {1},
pages = {101--110},
year = {2019},
url = {https://doi.org/10.1109/TBME.2018.2830366},
doi = {10.1109/TBME.2018.2830366},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbe/KajiIS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/KobayashiHSTBS19,
author = {Ken Kobayashi and
Naoki Hamada and
Akiyoshi Sannai and
Akinori Tanaka and
Kenichi Bannai and
Masashi Sugiyama},
title = {B{\'{e}}zier Simplex Fitting: Describing Pareto Fronts of Simplicial
Problems with Small Samples in Multi-Objective Optimization},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {2304--2313},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33012304},
doi = {10.1609/AAAI.V33I01.33012304},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/KobayashiHSTBS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/FutamiCSS19,
author = {Futoshi Futami and
Zhenghang Cui and
Issei Sato and
Masashi Sugiyama},
title = {Bayesian Posterior Approximation via Greedy Particle Optimization},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {3606--3613},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33013606},
doi = {10.1609/AAAI.V33I01.33013606},
timestamp = {Tue, 02 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/FutamiCSS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/KurokiCBHSS19,
author = {Seiichi Kuroki and
Nontawat Charoenphakdee and
Han Bao and
Junya Honda and
Issei Sato and
Masashi Sugiyama},
title = {Unsupervised Domain Adaptation Based on Source-Guided Discrepancy},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {4122--4129},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33014122},
doi = {10.1609/AAAI.V33I01.33014122},
timestamp = {Tue, 02 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/KurokiCBHSS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/TeshimaXSS19,
author = {Takeshi Teshima and
Miao Xu and
Issei Sato and
Masashi Sugiyama},
title = {Clipped Matrix Completion: {A} Remedy for Ceiling Effects},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {5151--5158},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33015151},
doi = {10.1609/AAAI.V33I01.33015151},
timestamp = {Tue, 02 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/TeshimaXSS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/XuHS19,
author = {Liyuan Xu and
Junya Honda and
Masashi Sugiyama},
title = {Dueling Bandits with Qualitative Feedback},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {5549--5556},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33015549},
doi = {10.1609/AAAI.V33I01.33015549},
timestamp = {Tue, 02 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/XuHS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/IshiiTS19,
author = {Masato Ishii and
Takashi Takenouchi and
Masashi Sugiyama},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {Zero-shot Domain Adaptation Based on Attribute Information},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {473--488},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/ishii19a.html},
timestamp = {Mon, 18 Nov 2019 16:57:55 +0100},
biburl = {https://dblp.org/rec/conf/acml/IshiiTS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/CharoenphakdeeL19,
author = {Nontawat Charoenphakdee and
Jongyeong Lee and
Yiping Jin and
Dittaya Wanvarie and
Masashi Sugiyama},
editor = {Kentaro Inui and
Jing Jiang and
Vincent Ng and
Xiaojun Wan},
title = {Learning Only from Relevant Keywords and Unlabeled Documents},
booktitle = {Proceedings of the 2019 Conference on Empirical Methods in Natural
Language Processing and the 9th International Joint Conference on
Natural Language Processing, {EMNLP-IJCNLP} 2019, Hong Kong, China,
November 3-7, 2019},
pages = {3991--4000},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/D19-1411},
doi = {10.18653/V1/D19-1411},
timestamp = {Thu, 07 Apr 2022 09:14:07 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/CharoenphakdeeL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/KajiS19,
author = {Hirotaka Kaji and
Masashi Sugiyama},
title = {Binary Classification Only from Unlabeled Data by Iterative Unlabeled-unlabeled
Classification},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2019, Brighton, United Kingdom, May 12-17, 2019},
pages = {3527--3531},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICASSP.2019.8683118},
doi = {10.1109/ICASSP.2019.8683118},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/KajiS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ZhaoSYC19,
author = {Qibin Zhao and
Masashi Sugiyama and
Longhao Yuan and
Andrzej Cichocki},
title = {Learning Efficient Tensor Representations with Ring-structured Networks},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2019, Brighton, United Kingdom, May 12-17, 2019},
pages = {8608--8612},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICASSP.2019.8682231},
doi = {10.1109/ICASSP.2019.8682231},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/ZhaoSYC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LuNMS19,
author = {Nan Lu and
Gang Niu and
Aditya Krishna Menon and
Masashi Sugiyama},
title = {On the Minimal Supervision for Training Any Binary Classifier from
Only Unlabeled Data},
booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
New Orleans, LA, USA, May 6-9, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=B1xWcj0qYm},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/LuNMS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/OsaTS19,
author = {Takayuki Osa and
Voot Tangkaratt and
Masashi Sugiyama},
title = {Hierarchical Reinforcement Learning via Advantage-Weighted Information
Maximization},
booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
New Orleans, LA, USA, May 6-9, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=Hyl\_vjC5KQ},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/OsaTS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CharoenphakdeeL19,
author = {Nontawat Charoenphakdee and
Jongyeong Lee and
Masashi Sugiyama},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {On Symmetric Losses for Learning from Corrupted Labels},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {961--970},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/charoenphakdee19a.html},
timestamp = {Tue, 11 Jun 2019 15:37:38 +0200},
biburl = {https://dblp.org/rec/conf/icml/CharoenphakdeeL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HsiehNS19,
author = {Yu{-}Guan Hsieh and
Gang Niu and
Masashi Sugiyama},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Classification from Positive, Unlabeled and Biased Negative Data},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {2820--2829},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/hsieh19c.html},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HsiehNS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/IshidaNMS19,
author = {Takashi Ishida and
Gang Niu and
Aditya Krishna Menon and
Masashi Sugiyama},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Complementary-Label Learning for Arbitrary Losses and Models},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {2971--2980},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/ishida19a.html},
timestamp = {Mon, 21 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/IshidaNMS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WuCBTS19,
author = {Yueh{-}Hua Wu and
Nontawat Charoenphakdee and
Han Bao and
Voot Tangkaratt and
Masashi Sugiyama},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Imitation Learning from Imperfect Demonstration},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {6818--6827},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/wu19a.html},
timestamp = {Thu, 28 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/WuCBTS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Yu0YNTS19,
author = {Xingrui Yu and
Bo Han and
Jiangchao Yao and
Gang Niu and
Ivor W. Tsang and
Masashi Sugiyama},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {How does Disagreement Help Generalization against Label Corruption?},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {7164--7173},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/yu19b.html},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Yu0YNTS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/LuoSPCZPTGSWF19,
author = {Jie Luo and
Alireza Sedghi and
Karteek Popuri and
Dana Cobzas and
Miaomiao Zhang and
Frank Preiswerk and
Matthew Toews and
Alexandra J. Golby and
Masashi Sugiyama and
William M. Wells III and
Sarah F. Frisken},
editor = {Dinggang Shen and
Tianming Liu and
Terry M. Peters and
Lawrence H. Staib and
Caroline Essert and
Sean Zhou and
Pew{-}Thian Yap and
Ali R. Khan},
title = {On the Applicability of Registration Uncertainty},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2019 - 22nd International Conference, Shenzhen, China, October 13-17,
2019, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11765},
pages = {410--419},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-32245-8\_46},
doi = {10.1007/978-3-030-32245-8\_46},
timestamp = {Mon, 19 Feb 2024 14:24:13 +0100},
biburl = {https://dblp.org/rec/conf/miccai/LuoSPCZPTGSWF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NiCHS19,
author = {Chenri Ni and
Nontawat Charoenphakdee and
Junya Honda and
Masashi Sugiyama},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {On the Calibration of Multiclass Classification with Rejection},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {2582--2592},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/571d3a9420bfd9219f65b643d0003bf4-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/NiCHS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/XuHNS19,
author = {Liyuan Xu and
Junya Honda and
Gang Niu and
Masashi Sugiyama},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Uncoupled Regression from Pairwise Comparison Data},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {3994--4004},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/6832a7b24bc06775d02b7406880b93fc-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/XuHNS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/XiaLW00NS19,
author = {Xiaobo Xia and
Tongliang Liu and
Nannan Wang and
Bo Han and
Chen Gong and
Gang Niu and
Masashi Sugiyama},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Are Anchor Points Really Indispensable in Label-Noise Learning?},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {6835--6846},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/9308b0d6e5898366a4a986bc33f3d3e7-Abstract.html},
timestamp = {Tue, 21 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/XiaLW00NS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/CharoenphakdeeS19,
author = {Nontawat Charoenphakdee and
Masashi Sugiyama},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Positive-Unlabeled Classification under Class Prior Shift and Asymmetric
Error},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {271--279},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.31},
doi = {10.1137/1.9781611975673.31},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/CharoenphakdeeS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/lncs/HuMTMS19,
author = {Weihua Hu and
Takeru Miyato and
Seiya Tokui and
Eiichi Matsumoto and
Masashi Sugiyama},
editor = {Wojciech Samek and
Gr{\'{e}}goire Montavon and
Andrea Vedaldi and
Lars Kai Hansen and
Klaus{-}Robert M{\"{u}}ller},
title = {Unsupervised Discrete Representation Learning},
booktitle = {Explainable {AI:} Interpreting, Explaining and Visualizing Deep Learning},
series = {Lecture Notes in Computer Science},
volume = {11700},
pages = {97--119},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-28954-6\_6},
doi = {10.1007/978-3-030-28954-6\_6},
timestamp = {Fri, 09 Apr 2021 18:19:01 +0200},
biburl = {https://dblp.org/rec/series/lncs/HuMTMS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/aistats/2019,
editor = {Kamalika Chaudhuri and
Masashi Sugiyama},
title = {The 22nd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2019, 16-18 April 2019, Naha, Okinawa, Japan},
series = {Proceedings of Machine Learning Research},
volume = {89},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v89/},
timestamp = {Fri, 07 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/2019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-01365,
author = {Takayuki Osa and
Voot Tangkaratt and
Masashi Sugiyama},
title = {Hierarchical Reinforcement Learning via Advantage-Weighted Information
Maximization},
journal = {CoRR},
volume = {abs/1901.01365},
year = {2019},
url = {http://arxiv.org/abs/1901.01365},
eprinttype = {arXiv},
eprint = {1901.01365},
timestamp = {Thu, 31 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-01365.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-04215,
author = {Xingrui Yu and
Bo Han and
Jiangchao Yao and
Gang Niu and
Ivor W. Tsang and
Masashi Sugiyama},
title = {How does Disagreement Help Generalization against Label Corruption?},
journal = {CoRR},
volume = {abs/1901.04215},
year = {2019},
url = {http://arxiv.org/abs/1901.04215},
eprinttype = {arXiv},
eprint = {1901.04215},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-04215.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-04653,
author = {Yusuke Tsuzuku and
Issei Sato and
Masashi Sugiyama},
title = {Normalized Flat Minima: Exploring Scale Invariant Definition of Flat
Minima for Neural Networks using PAC-Bayesian Analysis},
journal = {CoRR},
volume = {abs/1901.04653},
year = {2019},
url = {http://arxiv.org/abs/1901.04653},
eprinttype = {arXiv},
eprint = {1901.04653},
timestamp = {Sun, 03 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-04653.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-09314,
author = {Nontawat Charoenphakdee and
Jongyeong Lee and
Masashi Sugiyama},
title = {On Symmetric Losses for Learning from Corrupted Labels},
journal = {CoRR},
volume = {abs/1901.09314},
year = {2019},
url = {http://arxiv.org/abs/1901.09314},
eprinttype = {arXiv},
eprint = {1901.09314},
timestamp = {Sun, 03 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-09314.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-09387,
author = {Yueh{-}Hua Wu and
Nontawat Charoenphakdee and
Han Bao and
Voot Tangkaratt and
Masashi Sugiyama},
title = {Imitation Learning from Imperfect Demonstration},
journal = {CoRR},
volume = {abs/1901.09387},
year = {2019},
url = {http://arxiv.org/abs/1901.09387},
eprinttype = {arXiv},
eprint = {1901.09387},
timestamp = {Thu, 28 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-09387.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-09503,
author = {Yongchan Kwon and
Wonyoung Kim and
Masashi Sugiyama and
Myunghee Cho Paik},
title = {An analytic formulation for positive-unlabeled learning via weighted
integral probability metric},
journal = {CoRR},
volume = {abs/1901.09503},
year = {2019},
url = {http://arxiv.org/abs/1901.09503},
eprinttype = {arXiv},
eprint = {1901.09503},
timestamp = {Sun, 03 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-09503.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-10155,
author = {Miao Xu and
Bingcong Li and
Gang Niu and
Bo Han and
Masashi Sugiyama},
title = {Revisiting Sample Selection Approach to Positive-Unlabeled Learning:
Turning Unlabeled Data into Positive rather than Negative},
journal = {CoRR},
volume = {abs/1901.10155},
year = {2019},
url = {http://arxiv.org/abs/1901.10155},
eprinttype = {arXiv},
eprint = {1901.10155},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-10155.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-10654,
author = {Jongyeong Lee and
Nontawat Charoenphakdee and
Seiichi Kuroki and
Masashi Sugiyama},
title = {Domain Discrepancy Measure Using Complex Models in Unsupervised Domain
Adaptation},
journal = {CoRR},
volume = {abs/1901.10654},
year = {2019},
url = {http://arxiv.org/abs/1901.10654},
eprinttype = {arXiv},
eprint = {1901.10654},
timestamp = {Sun, 03 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-10654.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-10655,
author = {Chenri Ni and
Nontawat Charoenphakdee and
Junya Honda and
Masashi Sugiyama},
title = {On Possibility and Impossibility of Multiclass Classification with
Rejection},
journal = {CoRR},
volume = {abs/1901.10655},
year = {2019},
url = {http://arxiv.org/abs/1901.10655},
eprinttype = {arXiv},
eprint = {1901.10655},
timestamp = {Sun, 03 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-10655.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-11311,
author = {Christian J. Walder and
Richard Nock and
Cheng Soon Ong and
Masashi Sugiyama},
title = {New Tricks for Estimating Gradients of Expectations},
journal = {CoRR},
volume = {abs/1901.11311},
year = {2019},
url = {http://arxiv.org/abs/1901.11311},
eprinttype = {arXiv},
eprint = {1901.11311},
timestamp = {Mon, 04 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-11311.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-11351,
author = {Taira Tsuchiya and
Nontawat Charoenphakdee and
Issei Sato and
Masashi Sugiyama},
title = {Semi-Supervised Ordinal Regression Based on Empirical Risk Minimization},
journal = {CoRR},
volume = {abs/1901.11351},
year = {2019},
url = {http://arxiv.org/abs/1901.11351},
eprinttype = {arXiv},
eprint = {1901.11351},
timestamp = {Mon, 04 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-11351.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-01056,
author = {Takuo Kaneko and
Issei Sato and
Masashi Sugiyama},
title = {Online Multiclass Classification Based on Prediction Margin for Partial
Feedback},
journal = {CoRR},
volume = {abs/1902.01056},
year = {2019},
url = {http://arxiv.org/abs/1902.01056},
eprinttype = {arXiv},
eprint = {1902.01056},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-01056.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-10582,
author = {Yuko Kuroki and
Liyuan Xu and
Atsushi Miyauchi and
Junya Honda and
Masashi Sugiyama},
title = {Polynomial-time Algorithms for Combinatorial Pure Exploration with
Full-bandit Feedback},
journal = {CoRR},
volume = {abs/1902.10582},
year = {2019},
url = {http://arxiv.org/abs/1902.10582},
eprinttype = {arXiv},
eprint = {1902.10582},
timestamp = {Tue, 18 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-10582.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-05312,
author = {Masato Ishii and
Takashi Takenouchi and
Masashi Sugiyama},
title = {Zero-shot Domain Adaptation Based on Attribute Information},
journal = {CoRR},
volume = {abs/1903.05312},
year = {2019},
url = {http://arxiv.org/abs/1903.05312},
eprinttype = {arXiv},
eprint = {1903.05312},
timestamp = {Sun, 31 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-05312.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-11717,
author = {Takuya Shimada and
Han Bao and
Issei Sato and
Masashi Sugiyama},
title = {Classification from Pairwise Similarities/Dissimilarities and Unlabeled
Data via Empirical Risk Minimization},
journal = {CoRR},
volume = {abs/1904.11717},
year = {2019},
url = {http://arxiv.org/abs/1904.11717},
eprinttype = {arXiv},
eprint = {1904.11717},
timestamp = {Thu, 28 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-11717.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-07720,
author = {Feng Liu and
Jie Lu and
Bo Han and
Gang Niu and
Guangquan Zhang and
Masashi Sugiyama},
title = {Butterfly: {A} Panacea for All Difficulties in Wildly Unsupervised
Domain Adaptation},
journal = {CoRR},
volume = {abs/1905.07720},
year = {2019},
url = {http://arxiv.org/abs/1905.07720},
eprinttype = {arXiv},
eprint = {1905.07720},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-07720.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-11623,
author = {Kenshin Abe and
Zijian Xu and
Issei Sato and
Masashi Sugiyama},
title = {Solving NP-Hard Problems on Graphs by Reinforcement Learning without
Domain Knowledge},
journal = {CoRR},
volume = {abs/1905.11623},
year = {2019},
url = {http://arxiv.org/abs/1905.11623},
eprinttype = {arXiv},
eprint = {1905.11623},
timestamp = {Wed, 13 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-11623.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-12341,
author = {Yuangang Pan and
Weijie Chen and
Gang Niu and
Ivor W. Tsang and
Masashi Sugiyama},
title = {Fast and Robust Rank Aggregation against Model Misspecification},
journal = {CoRR},
volume = {abs/1905.12341},
year = {2019},
url = {http://arxiv.org/abs/1905.12341},
eprinttype = {arXiv},
eprint = {1905.12341},
timestamp = {Wed, 04 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-12341.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-12511,
author = {Han Bao and
Masashi Sugiyama},
title = {Calibrated Surrogate Maximization of Linear-fractional Utility in
Binary Classification},
journal = {CoRR},
volume = {abs/1905.12511},
year = {2019},
url = {http://arxiv.org/abs/1905.12511},
eprinttype = {arXiv},
eprint = {1905.12511},
timestamp = {Thu, 28 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-12511.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-13659,
author = {Liyuan Xu and
Junya Honda and
Gang Niu and
Masashi Sugiyama},
title = {Uncoupled Regression from Pairwise Comparison Data},
journal = {CoRR},
volume = {abs/1905.13659},
year = {2019},
url = {http://arxiv.org/abs/1905.13659},
eprinttype = {arXiv},
eprint = {1905.13659},
timestamp = {Fri, 23 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-13659.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-00189,
author = {Xiaobo Xia and
Tongliang Liu and
Nannan Wang and
Bo Han and
Chen Gong and
Gang Niu and
Masashi Sugiyama},
title = {Are Anchor Points Really Indispensable in Label-Noise Learning?},
journal = {CoRR},
volume = {abs/1906.00189},
year = {2019},
url = {http://arxiv.org/abs/1906.00189},
eprinttype = {arXiv},
eprint = {1906.00189},
timestamp = {Tue, 21 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-00189.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-09588,
author = {Wenkai Xu and
Gang Niu and
Aapo Hyv{\"{a}}rinen and
Masashi Sugiyama},
title = {Direction Matters: On Influence-Preserving Graph Summarization and
Max-cut Principle for Directed Graphs},
journal = {CoRR},
volume = {abs/1907.09588},
year = {2019},
url = {http://arxiv.org/abs/1907.09588},
eprinttype = {arXiv},
eprint = {1907.09588},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-09588.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-10225,
author = {Zhenghang Cui and
Nontawat Charoenphakdee and
Issei Sato and
Masashi Sugiyama},
title = {Classification from Triplet Comparison Data},
journal = {CoRR},
volume = {abs/1907.10225},
year = {2019},
url = {http://arxiv.org/abs/1907.10225},
eprinttype = {arXiv},
eprint = {1907.10225},
timestamp = {Thu, 01 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-10225.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-07709,
author = {Jie Luo and
Alexandra J. Golby and
Masashi Sugiyama and
William M. Wells III and
Sarah F. Frisken},
title = {Pilot Study on Verifying the Monotonic Relationship between Error
and Uncertainty in Deformable Registration for Neurosurgery},
journal = {CoRR},
volume = {abs/1908.07709},
year = {2019},
url = {http://arxiv.org/abs/1908.07709},
eprinttype = {arXiv},
eprint = {1908.07709},
timestamp = {Wed, 11 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-07709.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-09506,
author = {Motoya Ohnishi and
Gennaro Notomista and
Masashi Sugiyama and
Magnus Egerstedt},
title = {Constraint Learning for Control Tasks with Limited Duration Barrier
Functions},
journal = {CoRR},
volume = {abs/1908.09506},
year = {2019},
url = {http://arxiv.org/abs/1908.09506},
eprinttype = {arXiv},
eprint = {1908.09506},
timestamp = {Thu, 29 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-09506.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-06769,
author = {Voot Tangkaratt and
Bo Han and
Mohammad Emtiyaz Khan and
Masashi Sugiyama},
title = {{VILD:} Variational Imitation Learning with Diverse-quality Demonstrations},
journal = {CoRR},
volume = {abs/1909.06769},
year = {2019},
url = {http://arxiv.org/abs/1909.06769},
eprinttype = {arXiv},
eprint = {1909.06769},
timestamp = {Mon, 23 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-06769.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-01465,
author = {Johannes Ackermann and
Volker Gabler and
Takayuki Osa and
Masashi Sugiyama},
title = {Reducing Overestimation Bias in Multi-Agent Domains Using Double Centralized
Critics},
journal = {CoRR},
volume = {abs/1910.01465},
year = {2019},
url = {http://arxiv.org/abs/1910.01465},
eprinttype = {arXiv},
eprint = {1910.01465},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-01465.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-04385,
author = {Nontawat Charoenphakdee and
Jongyeong Lee and
Yiping Jin and
Dittaya Wanvarie and
Masashi Sugiyama},
title = {Learning Only from Relevant Keywords and Unlabeled Documents},
journal = {CoRR},
volume = {abs/1910.04385},
year = {2019},
url = {http://arxiv.org/abs/1910.04385},
eprinttype = {arXiv},
eprint = {1910.04385},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-04385.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-04394,
author = {Yivan Zhang and
Nontawat Charoenphakdee and
Masashi Sugiyama},
title = {Learning from Indirect Observations},
journal = {CoRR},
volume = {abs/1910.04394},
year = {2019},
url = {http://arxiv.org/abs/1910.04394},
eprinttype = {arXiv},
eprint = {1910.04394},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-04394.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-06419,
author = {Paavo Parmas and
Masashi Sugiyama},
title = {A unified view of likelihood ratio and reparameterization gradients
and an optimal importance sampling scheme},
journal = {CoRR},
volume = {abs/1910.06419},
year = {2019},
url = {http://arxiv.org/abs/1910.06419},
eprinttype = {arXiv},
eprint = {1910.06419},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-06419.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-08974,
author = {Nan Lu and
Tianyi Zhang and
Gang Niu and
Masashi Sugiyama},
title = {Mitigating Overfitting in Supervised Classification from Two Unlabeled
Datasets: {A} Consistent Risk Correction Approach},
journal = {CoRR},
volume = {abs/1910.08974},
year = {2019},
url = {http://arxiv.org/abs/1910.08974},
eprinttype = {arXiv},
eprint = {1910.08974},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-08974.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-13339,
author = {Alon Jacovi and
Gang Niu and
Yoav Goldberg and
Masashi Sugiyama},
title = {Scalable Evaluation and Improvement of Document Set Expansion via
Neural Positive-Unlabeled Learning},
journal = {CoRR},
volume = {abs/1910.13339},
year = {2019},
url = {http://arxiv.org/abs/1910.13339},
eprinttype = {arXiv},
eprint = {1910.13339},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-13339.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-08696,
author = {Jingfeng Zhang and
Bo Han and
Gang Niu and
Tongliang Liu and
Masashi Sugiyama},
title = {Where is the Bottleneck of Adversarial Learning with Unlabeled Data?},
journal = {CoRR},
volume = {abs/1911.08696},
year = {2019},
url = {http://arxiv.org/abs/1911.08696},
eprinttype = {arXiv},
eprint = {1911.08696},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-08696.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cars/LuoFMZPGTUSZMPC18,
author = {Jie Luo and
Sarah F. Frisken and
In{\^{e}}s Machado and
Miaomiao Zhang and
Steve Pieper and
Polina Golland and
Matthew Toews and
Prashin Unadkat and
Alireza Sedghi and
Haoyin Zhou and
Alireza Mehrtash and
Frank Preiswerk and
Cheng{-}Chieh Cheng and
Alexandra J. Golby and
Masashi Sugiyama and
William M. Wells III},
title = {Using the variogram for vector outlier screening: application to feature-based
image registration},
journal = {Int. J. Comput. Assist. Radiol. Surg.},
volume = {13},
number = {12},
pages = {1871--1880},
year = {2018},
url = {https://doi.org/10.1007/s11548-018-1840-5},
doi = {10.1007/S11548-018-1840-5},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cars/LuoFMZPGTUSZMPC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieicet/CuiSS18,
author = {Zhenghang Cui and
Issei Sato and
Masashi Sugiyama},
title = {Stochastic Divergence Minimization for Biterm Topic Models},
journal = {{IEICE} Trans. Inf. Syst.},
volume = {101-D},
number = {3},
pages = {668--677},
year = {2018},
url = {https://doi.org/10.1587/transinf.2017EDP7310},
doi = {10.1587/TRANSINF.2017EDP7310},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ieicet/CuiSS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SakaiNS18,
author = {Tomoya Sakai and
Gang Niu and
Masashi Sugiyama},
title = {Semi-supervised {AUC} optimization based on positive-unlabeled learning},
journal = {Mach. Learn.},
volume = {107},
number = {4},
pages = {767--794},
year = {2018},
url = {https://doi.org/10.1007/s10994-017-5678-9},
doi = {10.1007/S10994-017-5678-9},
timestamp = {Thu, 04 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/SakaiNS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SakaiNS18a,
author = {Tomoya Sakai and
Gang Niu and
Masashi Sugiyama},
title = {Correction to: Semi-supervised {AUC} optimization based on positive-unlabeled
learning},
journal = {Mach. Learn.},
volume = {107},
number = {4},
pages = {795},
year = {2018},
url = {https://doi.org/10.1007/s10994-017-5695-8},
doi = {10.1007/S10994-017-5695-8},
timestamp = {Thu, 04 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/SakaiNS18a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/SasakiTNS18,
author = {Hiroaki Sasaki and
Voot Tangkaratt and
Gang Niu and
Masashi Sugiyama},
title = {Sufficient Dimension Reduction via Direct Estimation of the Gradients
of Logarithmic Conditional Densities},
journal = {Neural Comput.},
volume = {30},
number = {2},
year = {2018},
url = {https://doi.org/10.1162/neco\_a\_01035},
doi = {10.1162/NECO\_A\_01035},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/SasakiTNS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/NohSLPPL18,
author = {Yung{-}Kyun Noh and
Masashi Sugiyama and
Song Liu and
Marthinus Christoffel du Plessis and
Frank Chongwoo Park and
Daniel D. Lee},
title = {Bias Reduction and Metric Learning for Nearest-Neighbor Estimation
of Kullback-Leibler Divergence},
journal = {Neural Comput.},
volume = {30},
number = {7},
year = {2018},
url = {https://doi.org/10.1162/neco\_a\_01092},
doi = {10.1162/NECO\_A\_01092},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/NohSLPPL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/BaoSSS18,
author = {Han Bao and
Tomoya Sakai and
Issei Sato and
Masashi Sugiyama},
title = {Convex formulation of multiple instance learning from positive and
unlabeled bags},
journal = {Neural Networks},
volume = {105},
pages = {132--141},
year = {2018},
url = {https://doi.org/10.1016/j.neunet.2018.05.001},
doi = {10.1016/J.NEUNET.2018.05.001},
timestamp = {Thu, 04 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/BaoSSS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/OsaS18,
author = {Takayuki Osa and
Masashi Sugiyama},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {Hierarchical Policy Search via Return-Weighted Density Estimation},
booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
(AAAI-18), the 30th innovative Applications of Artificial Intelligence
(IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
2-7, 2018},
pages = {3860--3867},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11706},
doi = {10.1609/AAAI.V32I1.11706},
timestamp = {Sat, 21 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/OsaS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/FutamiSS18,
author = {Futoshi Futami and
Issei Sato and
Masashi Sugiyama},
editor = {Amos J. Storkey and
Fernando P{\'{e}}rez{-}Cruz},
title = {Variational Inference based on Robust Divergences},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2018, 9-11 April 2018, Playa Blanca, Lanzarote, Canary Islands,
Spain},
series = {Proceedings of Machine Learning Research},
volume = {84},
pages = {813--822},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v84/futami18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:22 +0200},
biburl = {https://dblp.org/rec/conf/aistats/FutamiSS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/XuHS18,
author = {Liyuan Xu and
Junya Honda and
Masashi Sugiyama},
editor = {Amos J. Storkey and
Fernando P{\'{e}}rez{-}Cruz},
title = {A fully adaptive algorithm for pure exploration in linear bandits},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2018, 9-11 April 2018, Playa Blanca, Lanzarote, Canary Islands,
Spain},
series = {Proceedings of Machine Learning Research},
volume = {84},
pages = {843--851},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v84/xu18d.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/XuHS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/DingKSS18,
author = {Hongyi Ding and
Mohammad Emtiyaz Khan and
Issei Sato and
Masashi Sugiyama},
editor = {Amos J. Storkey and
Fernando P{\'{e}}rez{-}Cruz},
title = {Bayesian Nonparametric Poisson-Process Allocation for Time-Sequence
Modeling},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2018, 9-11 April 2018, Playa Blanca, Lanzarote, Canary Islands,
Spain},
series = {Proceedings of Machine Learning Research},
volume = {84},
pages = {1108--1116},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v84/ding18a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/DingKSS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/KajiYS18,
author = {Hirotaka Kaji and
Hayato Yamaguchi and
Masashi Sugiyama},
title = {Multi Task Learning with Positive and Unlabeled Data and its Application
to Mental State Prediction},
booktitle = {2018 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2018, Calgary, AB, Canada, April 15-20, 2018},
pages = {2301--2305},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICASSP.2018.8462108},
doi = {10.1109/ICASSP.2018.8462108},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/KajiYS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/TangkarattAS18,
author = {Voot Tangkaratt and
Abbas Abdolmaleki and
Masashi Sugiyama},
title = {Guide Actor-Critic for Continuous Control},
booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,
Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2018},
url = {https://openreview.net/forum?id=BJk59JZ0b},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/TangkarattAS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ZhaoSYC18,
author = {Qibin Zhao and
Masashi Sugiyama and
Longhao Yuan and
Andrzej Cichocki},
title = {Learning Efficient Tensor Representations with Ring Structure Networks},
booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,
Vancouver, BC, Canada, April 30 - May 3, 2018, Workshop Track Proceedings},
publisher = {OpenReview.net},
year = {2018},
url = {https://openreview.net/forum?id=r1KdWO1PM},
timestamp = {Thu, 04 Apr 2019 13:20:09 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ZhaoSYC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BaoNS18,
author = {Han Bao and
Gang Niu and
Masashi Sugiyama},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Classification from Pairwise Similarity and Unlabeled Data},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
10-15, 2018},
series = {Proceedings of Machine Learning Research},
volume = {80},
pages = {461--470},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/bao18a.html},
timestamp = {Thu, 28 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BaoNS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HuNSS18,
author = {Weihua Hu and
Gang Niu and
Issei Sato and
Masashi Sugiyama},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Does Distributionally Robust Supervised Learning Give Robust Classifiers?},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
10-15, 2018},
series = {Proceedings of Machine Learning Research},
volume = {80},
pages = {2034--2042},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/hu18a.html},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HuNSS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ImamuraSS18,
author = {Hideaki Imamura and
Issei Sato and
Masashi Sugiyama},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Analysis of Minimax Error Rate for Crowdsourcing and Its Application
to Worker Clustering Model},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
10-15, 2018},
series = {Proceedings of Machine Learning Research},
volume = {80},
pages = {2152--2161},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/imamura18a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ImamuraSS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HuangXXSNC18,
author = {Sheng{-}Jun Huang and
Miao Xu and
Ming{-}Kun Xie and
Masashi Sugiyama and
Gang Niu and
Songcan Chen},
editor = {Yike Guo and
Faisal Farooq},
title = {Active Feature Acquisition with Supervised Matrix Completion},
booktitle = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
August 19-23, 2018},
pages = {1571--1579},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3219819.3220084},
doi = {10.1145/3219819.3220084},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/HuangXXSNC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/LuoTMFZPSDPGGSW18,
author = {Jie Luo and
Matthew Toews and
In{\^{e}}s Machado and
Sarah F. Frisken and
Miaomiao Zhang and
Frank Preiswerk and
Alireza Sedghi and
Hongyi Ding and
Steve Pieper and
Polina Golland and
Alexandra J. Golby and
Masashi Sugiyama and
William M. Wells III},
editor = {Alejandro F. Frangi and
Julia A. Schnabel and
Christos Davatzikos and
Carlos Alberola{-}L{\'{o}}pez and
Gabor Fichtinger},
title = {A Feature-Driven Active Framework for Ultrasound-Based Brain Shift
Compensation},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2018 - 21st International Conference, Granada, Spain, September 16-20,
2018, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {11073},
pages = {30--38},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-00937-3\_4},
doi = {10.1007/978-3-030-00937-3\_4},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/LuoTMFZPSDPGGSW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/OhnishiYJS18,
author = {Motoya Ohnishi and
Masahiro Yukawa and
Mikael Johansson and
Masashi Sugiyama},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Continuous-time Value Function Approximation in Reproducing Kernel
Hilbert Spaces},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {2818--2829},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/729c68884bd359ade15d5f163166738a-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/OhnishiYJS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HanYNZTZS18,
author = {Bo Han and
Jiangchao Yao and
Gang Niu and
Mingyuan Zhou and
Ivor W. Tsang and
Ya Zhang and
Masashi Sugiyama},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Masking: {A} New Perspective of Noisy Supervision},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {5841--5851},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/aee92f16efd522b9326c25cc3237ac15-Abstract.html},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/HanYNZTZS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/IshidaNS18,
author = {Takashi Ishida and
Gang Niu and
Masashi Sugiyama},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Binary Classification from Positive-Confidence Data},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {5921--5932},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/bd1354624fbae3b2149878941c60df99-Abstract.html},
timestamp = {Mon, 21 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/IshidaNS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TsuzukuSS18,
author = {Yusuke Tsuzuku and
Issei Sato and
Masashi Sugiyama},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Lipschitz-Margin Training: Scalable Certification of Perturbation
Invariance for Deep Neural Networks},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {6542--6551},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/485843481a7edacbfce101ecb1e4d2a8-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/TsuzukuSS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HanYYNXHTS18,
author = {Bo Han and
Quanming Yao and
Xingrui Yu and
Gang Niu and
Miao Xu and
Weihua Hu and
Ivor W. Tsang and
Masashi Sugiyama},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Co-teaching: Robust training of deep neural networks with extremely
noisy labels},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {8536--8546},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/a19744e268754fb0148b017647355b7b-Abstract.html},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/HanYYNXHTS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YamaneYAS18,
author = {Ikko Yamane and
Florian Yger and
Jamal Atif and
Masashi Sugiyama},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Uplift Modeling from Separate Labels},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {9949--9959},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/198dd5fb9c43b2d29a548f8c77e85cf9-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YamaneYAS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/DingLSS18,
author = {Hongyi Ding and
Young Lee and
Issei Sato and
Masashi Sugiyama},
editor = {Amir Globerson and
Ricardo Silva},
title = {Variational Inference for Gaussian Processes with Panel Count Data},
booktitle = {Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2018, Monterey, California, USA, August 6-10,
2018},
pages = {290--299},
publisher = {{AUAI} Press},
year = {2018},
url = {http://auai.org/uai2018/proceedings/papers/119.pdf},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/DingLSS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-04034,
author = {Yusuke Tsuzuku and
Issei Sato and
Masashi Sugiyama},
title = {Lipschitz-Margin Training: Scalable Certification of Perturbation
Invariance for Deep Neural Networks},
journal = {CoRR},
volume = {abs/1802.04034},
year = {2018},
url = {http://arxiv.org/abs/1802.04034},
eprinttype = {arXiv},
eprint = {1802.04034},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-04034.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-04381,
author = {Han Bao and
Gang Niu and
Masashi Sugiyama},
title = {Classification from Pairwise Similarity and Unlabeled Data},
journal = {CoRR},
volume = {abs/1802.04381},
year = {2018},
url = {http://arxiv.org/abs/1802.04381},
eprinttype = {arXiv},
eprint = {1802.04381},
timestamp = {Thu, 28 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-04381.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-04551,
author = {Hideaki Imamura and
Issei Sato and
Masashi Sugiyama},
title = {Analysis of Minimax Error Rate for Crowdsourcing and Its Application
to Worker Clustering Model},
journal = {CoRR},
volume = {abs/1802.04551},
year = {2018},
url = {http://arxiv.org/abs/1802.04551},
eprinttype = {arXiv},
eprint = {1802.04551},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-04551.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-05380,
author = {Sheng{-}Jun Huang and
Miao Xu and
Ming{-}Kun Xie and
Masashi Sugiyama and
Gang Niu and
Songcan Chen},
title = {Active Feature Acquisition with Supervised Matrix Completion},
journal = {CoRR},
volume = {abs/1802.05380},
year = {2018},
url = {http://arxiv.org/abs/1802.05380},
eprinttype = {arXiv},
eprint = {1802.05380},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-05380.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-09172,
author = {Bo Han and
Quanming Yao and
Yuangang Pan and
Ivor W. Tsang and
Xiaokui Xiao and
Qiang Yang and
Masashi Sugiyama},
title = {Millionaire: {A} Hint-guided Approach for Crowdsourcing},
journal = {CoRR},
volume = {abs/1802.09172},
year = {2018},
url = {http://arxiv.org/abs/1802.09172},
eprinttype = {arXiv},
eprint = {1802.09172},
timestamp = {Fri, 14 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-09172.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-04663,
author = {Masayoshi Hayashi and
Tomoya Sakai and
Masashi Sugiyama},
title = {Binary Matrix Completion Using Unobserved Entries},
journal = {CoRR},
volume = {abs/1803.04663},
year = {2018},
url = {http://arxiv.org/abs/1803.04663},
eprinttype = {arXiv},
eprint = {1803.04663},
timestamp = {Thu, 04 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-04663.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-05266,
author = {Jie Luo and
Sarah F. Frisken and
Karteek Popuri and
Dana Cobzas and
Frank Preiswerk and
Matthew Toews and
Miaomiao Zhang and
Hongyi Ding and
Polina Golland and
Alexandra J. Golby and
Masashi Sugiyama and
William M. Wells III},
title = {On the Ambiguity of Registration Uncertainty},
journal = {CoRR},
volume = {abs/1803.05266},
year = {2018},
url = {http://arxiv.org/abs/1803.05266},
eprinttype = {arXiv},
eprint = {1803.05266},
timestamp = {Wed, 11 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-05266.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-07682,
author = {Jie Luo and
Matthew Toews and
In{\^{e}}s Machado and
Sarah F. Frisken and
Miaomiao Zhang and
Frank Preiswerk and
Alireza Sedghi and
Hongyi Ding and
Steve Pieper and
Polina Golland and
Alexandra J. Golby and
Masashi Sugiyama and
William M. Wells III},
title = {A Feature-Driven Active Framework for Ultrasound-Based Brain Shift
Compensation},
journal = {CoRR},
volume = {abs/1803.07682},
year = {2018},
url = {http://arxiv.org/abs/1803.07682},
eprinttype = {arXiv},
eprint = {1803.07682},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-07682.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-06872,
author = {Bo Han and
Quanming Yao and
Xingrui Yu and
Gang Niu and
Miao Xu and
Weihua Hu and
Ivor W. Tsang and
Masashi Sugiyama},
title = {Co-sampling: Training Robust Networks for Extremely Noisy Supervision},
journal = {CoRR},
volume = {abs/1804.06872},
year = {2018},
url = {http://arxiv.org/abs/1804.06872},
eprinttype = {arXiv},
eprint = {1804.06872},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-06872.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-07912,
author = {Futoshi Futami and
Zhenghang Cui and
Issei Sato and
Masashi Sugiyama},
title = {Frank-Wolfe Stein Sampling},
journal = {CoRR},
volume = {abs/1805.07912},
year = {2018},
url = {http://arxiv.org/abs/1805.07912},
eprinttype = {arXiv},
eprint = {1805.07912},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-07912.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-08193,
author = {Bo Han and
Jiangchao Yao and
Gang Niu and
Mingyuan Zhou and
Ivor W. Tsang and
Ya Zhang and
Masashi Sugiyama},
title = {Masking: {A} New Perspective of Noisy Supervision},
journal = {CoRR},
volume = {abs/1805.08193},
year = {2018},
url = {http://arxiv.org/abs/1805.08193},
eprinttype = {arXiv},
eprint = {1805.08193},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-08193.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-09156,
author = {Miao Xu and
Gang Niu and
Bo Han and
Ivor W. Tsang and
Zhi{-}Hua Zhou and
Masashi Sugiyama},
title = {Matrix Co-completion for Multi-label Classification with Missing Features
and Labels},
journal = {CoRR},
volume = {abs/1805.09156},
year = {2018},
url = {http://arxiv.org/abs/1805.09156},
eprinttype = {arXiv},
eprint = {1805.09156},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-09156.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-02985,
author = {Motoya Ohnishi and
Masahiro Yukawa and
Mikael Johansson and
Masashi Sugiyama},
title = {Continuous-time Value Function Approximation in Reproducing Kernel
Hilbert Spaces},
journal = {CoRR},
volume = {abs/1806.02985},
year = {2018},
url = {http://arxiv.org/abs/1806.02985},
eprinttype = {arXiv},
eprint = {1806.02985},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-02985.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-10585,
author = {Nan Lu and
Gang Niu and
Aditya Krishna Menon and
Masashi Sugiyama},
title = {On the Minimal Supervision for Training Any Binary Classifier from
Only Unlabeled Data},
journal = {CoRR},
volume = {abs/1808.10585},
year = {2018},
url = {http://arxiv.org/abs/1808.10585},
eprinttype = {arXiv},
eprint = {1808.10585},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-10585.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-03839,
author = {Seiichi Kuroki and
Nontawat Charoenphakdee and
Han Bao and
Junya Honda and
Issei Sato and
Masashi Sugiyama},
title = {Unsupervised Domain Adaptation Based on Source-guided Discrepancy},
journal = {CoRR},
volume = {abs/1809.03839},
year = {2018},
url = {http://arxiv.org/abs/1809.03839},
eprinttype = {arXiv},
eprint = {1809.03839},
timestamp = {Thu, 28 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-03839.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-04997,
author = {Takeshi Teshima and
Miao Xu and
Issei Sato and
Masashi Sugiyama},
title = {Clipped Matrix Completion: a Remedy for Ceiling Effects},
journal = {CoRR},
volume = {abs/1809.04997},
year = {2018},
url = {http://arxiv.org/abs/1809.04997},
eprinttype = {arXiv},
eprint = {1809.04997},
timestamp = {Fri, 05 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-04997.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-05274,
author = {Liyuan Xu and
Junya Honda and
Masashi Sugiyama},
title = {Dueling Bandits with Qualitative Feedback},
journal = {CoRR},
volume = {abs/1809.05274},
year = {2018},
url = {http://arxiv.org/abs/1809.05274},
eprinttype = {arXiv},
eprint = {1809.05274},
timestamp = {Fri, 05 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-05274.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-05710,
author = {Masahiro Kato and
Liyuan Xu and
Gang Niu and
Masashi Sugiyama},
title = {Alternate Estimation of a Classifier and the Class-Prior from Positive
and Unlabeled Data},
journal = {CoRR},
volume = {abs/1809.05710},
year = {2018},
url = {http://arxiv.org/abs/1809.05710},
eprinttype = {arXiv},
eprint = {1809.05710},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-05710.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-07011,
author = {Nontawat Charoenphakdee and
Masashi Sugiyama},
title = {Positive-Unlabeled Classification under Class Prior Shift and Asymmetric
Error},
journal = {CoRR},
volume = {abs/1809.07011},
year = {2018},
url = {http://arxiv.org/abs/1809.07011},
eprinttype = {arXiv},
eprint = {1809.07011},
timestamp = {Fri, 05 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-07011.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-11008,
author = {Bo Han and
Gang Niu and
Jiangchao Yao and
Xingrui Yu and
Miao Xu and
Ivor W. Tsang and
Masashi Sugiyama},
title = {Pumpout: {A} Meta Approach for Robustly Training Deep Neural Networks
with Noisy Labels},
journal = {CoRR},
volume = {abs/1809.11008},
year = {2018},
url = {http://arxiv.org/abs/1809.11008},
eprinttype = {arXiv},
eprint = {1809.11008},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-11008.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-00846,
author = {Yu{-}Guan Hsieh and
Gang Niu and
Masashi Sugiyama},
title = {Classification from Positive, Unlabeled and Biased Negative Data},
journal = {CoRR},
volume = {abs/1810.00846},
year = {2018},
url = {http://arxiv.org/abs/1810.00846},
eprinttype = {arXiv},
eprint = {1810.00846},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-00846.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-04327,
author = {Takashi Ishida and
Gang Niu and
Aditya Krishna Menon and
Masashi Sugiyama},
title = {Complementary-Label Learning for Arbitrary Losses and Models},
journal = {CoRR},
volume = {abs/1810.04327},
year = {2018},
url = {http://arxiv.org/abs/1810.04327},
eprinttype = {arXiv},
eprint = {1810.04327},
timestamp = {Mon, 21 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-04327.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-02632,
author = {Si{-}An Chen and
Voot Tangkaratt and
Hsuan{-}Tien Lin and
Masashi Sugiyama},
title = {Active Deep Q-learning with Demonstration},
journal = {CoRR},
volume = {abs/1812.02632},
year = {2018},
url = {http://arxiv.org/abs/1812.02632},
eprinttype = {arXiv},
eprint = {1812.02632},
timestamp = {Tue, 01 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-02632.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ftml/CichockiPZLOSM17,
author = {Andrzej Cichocki and
Anh Huy Phan and
Qibin Zhao and
Namgil Lee and
Ivan V. Oseledets and
Masashi Sugiyama and
Danilo P. Mandic},
title = {Tensor Networks for Dimensionality Reduction and Large-scale Optimization:
Part 2 Applications and Future Perspectives},
journal = {Found. Trends Mach. Learn.},
volume = {9},
number = {6},
pages = {431--673},
year = {2017},
url = {https://doi.org/10.1561/2200000067},
doi = {10.1561/2200000067},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ftml/CichockiPZLOSM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SasakiKHNS17,
author = {Hiroaki Sasaki and
Takafumi Kanamori and
Aapo Hyv{\"{a}}rinen and
Gang Niu and
Masashi Sugiyama},
title = {Mode-Seeking Clustering and Density Ridge Estimation via Direct Estimation
of Density-Derivative-Ratios},
journal = {J. Mach. Learn. Res.},
volume = {18},
pages = {180:1--180:47},
year = {2017},
url = {http://jmlr.org/papers/v18/17-380.html},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SasakiKHNS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HolmesLLKSZ17,
author = {Geoffrey Holmes and
Tie{-}Yan Liu and
Hang Li and
Irwin King and
Masashi Sugiyama and
Zhi{-}Hua Zhou},
title = {Introduction: special issue of selected papers from {ACML} 2015},
journal = {Mach. Learn.},
volume = {106},
number = {4},
pages = {459--461},
year = {2017},
url = {https://doi.org/10.1007/s10994-017-5636-6},
doi = {10.1007/S10994-017-5636-6},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/HolmesLLKSZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/PlessisNS17,
author = {Marthinus Christoffel du Plessis and
Gang Niu and
Masashi Sugiyama},
title = {Class-prior estimation for learning from positive and unlabeled data},
journal = {Mach. Learn.},
volume = {106},
number = {4},
pages = {463--492},
year = {2017},
url = {https://doi.org/10.1007/s10994-016-5604-6},
doi = {10.1007/S10994-016-5604-6},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/PlessisNS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HorevYS17,
author = {Inbal Horev and
Florian Yger and
Masashi Sugiyama},
title = {Geometry-aware principal component analysis for symmetric positive
definite matrices},
journal = {Mach. Learn.},
volume = {106},
number = {4},
pages = {493--522},
year = {2017},
url = {https://doi.org/10.1007/s10994-016-5605-5},
doi = {10.1007/S10994-016-5605-5},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/HorevYS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/DurrantKHMSZ17,
author = {Robert J. Durrant and
Kee{-}Eung Kim and
Geoffrey Holmes and
Stephen Marsland and
Masashi Sugiyama and
Zhi{-}Hua Zhou},
title = {Foreword: special issue for the journal track of the 8th Asian conference
on machine learning {(ACML} 2016)},
journal = {Mach. Learn.},
volume = {106},
number = {5},
pages = {623--625},
year = {2017},
url = {https://doi.org/10.1007/s10994-017-5637-5},
doi = {10.1007/S10994-017-5637-5},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/DurrantKHMSZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SuzumuraOSKT17,
author = {Shinya Suzumura and
Kohei Ogawa and
Masashi Sugiyama and
Masayuki Karasuyama and
Ichiro Takeuchi},
title = {Homotopy continuation approaches for robust {SV} classification and
regression},
journal = {Mach. Learn.},
volume = {106},
number = {7},
pages = {1009--1038},
year = {2017},
url = {https://doi.org/10.1007/s10994-017-5627-7},
doi = {10.1007/S10994-017-5627-7},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/SuzumuraOSKT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/TangkarattSS17,
author = {Voot Tangkaratt and
Hiroaki Sasaki and
Masashi Sugiyama},
title = {Direct Estimation of the Derivative of Quadratic Mutual Information
with Application in Supervised Dimension Reduction},
journal = {Neural Comput.},
volume = {29},
number = {8},
pages = {2076--2122},
year = {2017},
url = {https://doi.org/10.1162/neco\_a\_00986},
doi = {10.1162/NECO\_A\_00986},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/TangkarattSS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/TangkarattHPN0S17,
author = {Voot Tangkaratt and
Herke van Hoof and
Simone Parisi and
Gerhard Neumann and
Jan Peters and
Masashi Sugiyama},
editor = {Satinder Singh and
Shaul Markovitch},
title = {Policy Search with High-Dimensional Context Variables},
booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
February 4-9, 2017, San Francisco, California, {USA}},
pages = {2632--2638},
publisher = {{AAAI} Press},
year = {2017},
url = {https://doi.org/10.1609/aaai.v31i1.10911},
doi = {10.1609/AAAI.V31I1.10911},
timestamp = {Sat, 21 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/TangkarattHPN0S17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ShiinoSNS17,
author = {Hiroaki Shiino and
Hiroaki Sasaki and
Gang Niu and
Masashi Sugiyama},
editor = {Min{-}Ling Zhang and
Yung{-}Kyun Noh},
title = {Whitening-Free Least-Squares Non-Gaussian Component Analysis},
booktitle = {Proceedings of The 9th Asian Conference on Machine Learning, {ACML}
2017, Seoul, Korea, November 15-17, 2017},
series = {Proceedings of Machine Learning Research},
volume = {77},
pages = {375--390},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v77/shiino17a.html},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/ShiinoSNS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/SasakiKS17,
author = {Hiroaki Sasaki and
Takafumi Kanamori and
Masashi Sugiyama},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Estimating Density Ridges by Direct Estimation of Density-Derivative-Ratios},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {204--212},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/sasaki17a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/SasakiKS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/AshizawaSSS17,
author = {Mina Ashizawa and
Hiroaki Sasaki and
Tomoya Sakai and
Masashi Sugiyama},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Least-Squares Log-Density Gradient Clustering for Riemannian Manifolds},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {537--546},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/ashizawa17a.html},
timestamp = {Thu, 04 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/AshizawaSSS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HuMTMS17,
author = {Weihua Hu and
Takeru Miyato and
Seiya Tokui and
Eiichi Matsumoto and
Masashi Sugiyama},
editor = {Doina Precup and
Yee Whye Teh},
title = {Learning Discrete Representations via Information Maximizing Self-Augmented
Training},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1558--1567},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/hu17b.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/HuMTMS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SakaiPNS17,
author = {Tomoya Sakai and
Marthinus Christoffel du Plessis and
Gang Niu and
Masashi Sugiyama},
editor = {Doina Precup and
Yee Whye Teh},
title = {Semi-Supervised Classification Based on Classification from Positive
and Unlabeled Data},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2998--3006},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/sakai17a.html},
timestamp = {Thu, 04 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SakaiPNS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/KamesawaSHNNHS17,
author = {Ryosuke Kamesawa and
Issei Sato and
Shouhei Hanaoka and
Yukihiro Nomura and
Mitsutaka Nemoto and
Naoto Hayashi and
Masashi Sugiyama},
editor = {Samuel G. Armato III and
Nicholas A. Petrick},
title = {Lung lesion detection in {FDG-PET/CT} with Gaussian process regression},
booktitle = {Medical Imaging 2017: Computer-Aided Diagnosis, Orlando, Florida,
United States, 11-16 February 2017},
series = {{SPIE} Proceedings},
volume = {10134},
pages = {101340C},
publisher = {{SPIE}},
year = {2017},
url = {https://doi.org/10.1117/12.2255588},
doi = {10.1117/12.2255588},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/micad/KamesawaSHNNHS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KiryoNPS17,
author = {Ryuichi Kiryo and
Gang Niu and
Marthinus Christoffel du Plessis and
Masashi Sugiyama},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {Positive-Unlabeled Learning with Non-Negative Risk Estimator},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {1675--1685},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/7cce53cf90577442771720a370c3c723-Abstract.html},
timestamp = {Thu, 21 Jan 2021 13:58:27 +0100},
biburl = {https://dblp.org/rec/conf/nips/KiryoNPS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FutamiSS17,
author = {Futoshi Futami and
Issei Sato and
Masashi Sugiyama},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {Expectation Propagation for t-Exponential Family Using q-Algebra},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {2245--2254},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/17fafe5f6ce2f1904eb09d2e80a4cbf6-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/FutamiSS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NohSKPL17,
author = {Yung{-}Kyun Noh and
Masashi Sugiyama and
Kee{-}Eung Kim and
Frank C. Park and
Daniel D. Lee},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {Generative Local Metric Learning for Kernel Regression},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {2452--2462},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/f69e505b08403ad2298b9f262659929a-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/NohSKPL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/IshidaNHS17,
author = {Takashi Ishida and
Gang Niu and
Weihua Hu and
Masashi Sugiyama},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {Learning from Complementary Labels},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {5639--5649},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/1dba5eed8838571e1c80af145184e515-Abstract.html},
timestamp = {Mon, 21 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/IshidaNHS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HuMTMS17,
author = {Weihua Hu and
Takeru Miyato and
Seiya Tokui and
Eiichi Matsumoto and
Masashi Sugiyama},
title = {Learning Discrete Representations via Information Maximizing Self
Augmented Training},
journal = {CoRR},
volume = {abs/1702.08720},
year = {2017},
url = {http://arxiv.org/abs/1702.08720},
eprinttype = {arXiv},
eprint = {1702.08720},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HuMTMS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KiryoNPS17,
author = {Ryuichi Kiryo and
Gang Niu and
Marthinus Christoffel du Plessis and
Masashi Sugiyama},
title = {Positive-Unlabeled Learning with Non-Negative Risk Estimator},
journal = {CoRR},
volume = {abs/1703.00593},
year = {2017},
url = {http://arxiv.org/abs/1703.00593},
eprinttype = {arXiv},
eprint = {1703.00593},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KiryoNPS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BaoSSS17,
author = {Han Bao and
Tomoya Sakai and
Issei Sato and
Masashi Sugiyama},
title = {Risk Minimization Framework for Multiple Instance Learning from Positive
and Unlabeled Bags},
journal = {CoRR},
volume = {abs/1704.06767},
year = {2017},
url = {http://arxiv.org/abs/1704.06767},
eprinttype = {arXiv},
eprint = {1704.06767},
timestamp = {Thu, 04 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/BaoSSS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LuoPCDWS17,
author = {Jie Luo and
Karteek Popuri and
Dana Cobzas and
Hongyi Ding and
William M. Wells III and
Masashi Sugiyama},
title = {Misdirected Registration Uncertainty},
journal = {CoRR},
volume = {abs/1704.08121},
year = {2017},
url = {http://arxiv.org/abs/1704.08121},
eprinttype = {arXiv},
eprint = {1704.08121},
timestamp = {Wed, 11 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/LuoPCDWS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SakaiNS17,
author = {Tomoya Sakai and
Gang Niu and
Masashi Sugiyama},
title = {Semi-Supervised {AUC} Optimization based on Positive-Unlabeled Learning},
journal = {CoRR},
volume = {abs/1705.01708},
year = {2017},
url = {http://arxiv.org/abs/1705.01708},
eprinttype = {arXiv},
eprint = {1705.01708},
timestamp = {Thu, 04 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/SakaiNS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/IshidaNS17,
author = {Takashi Ishida and
Gang Niu and
Masashi Sugiyama},
title = {Learning from Complementary Labels},
journal = {CoRR},
volume = {abs/1705.07541},
year = {2017},
url = {http://arxiv.org/abs/1705.07541},
eprinttype = {arXiv},
eprint = {1705.07541},
timestamp = {Mon, 21 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/IshidaNS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhaoSC17,
author = {Qibin Zhao and
Masashi Sugiyama and
Andrzej Cichocki},
title = {Learning Efficient Tensor Representations with Ring Structure Networks},
journal = {CoRR},
volume = {abs/1705.08286},
year = {2017},
url = {http://arxiv.org/abs/1705.08286},
eprinttype = {arXiv},
eprint = {1705.08286},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZhaoSC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-09165,
author = {Andrzej Cichocki and
Anh Huy Phan and
Qibin Zhao and
Namgil Lee and
Ivan V. Oseledets and
Masashi Sugiyama and
Danilo P. Mandic},
title = {Tensor Networks for Dimensionality Reduction and Large-Scale Optimizations.
Part 2 Applications and Future Perspectives},
journal = {CoRR},
volume = {abs/1708.09165},
year = {2017},
url = {http://arxiv.org/abs/1708.09165},
eprinttype = {arXiv},
eprint = {1708.09165},
timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-09165.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-05359,
author = {Tomoya Sakai and
Gang Niu and
Masashi Sugiyama},
title = {Estimation of Squared-Loss Mutual Information from Positive and Unlabeled
Data},
journal = {CoRR},
volume = {abs/1710.05359},
year = {2017},
url = {http://arxiv.org/abs/1710.05359},
eprinttype = {arXiv},
eprint = {1710.05359},
timestamp = {Thu, 04 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-05359.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-07138,
author = {Takashi Ishida and
Gang Niu and
Masashi Sugiyama},
title = {Binary Classification from Positive-Confidence Data},
journal = {CoRR},
volume = {abs/1710.07138},
year = {2017},
url = {http://arxiv.org/abs/1710.07138},
eprinttype = {arXiv},
eprint = {1710.07138},
timestamp = {Mon, 21 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-07138.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-10173,
author = {Takayuki Osa and
Masashi Sugiyama},
title = {Hierarchical Policy Search via Return-Weighted Density Estimation},
journal = {CoRR},
volume = {abs/1711.10173},
year = {2017},
url = {http://arxiv.org/abs/1711.10173},
eprinttype = {arXiv},
eprint = {1711.10173},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-10173.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ar/IrieST16,
author = {Kiyoshi Irie and
Masashi Sugiyama and
Masahiro Tomono},
title = {Dependence maximization localization: a novel approach to 2D street-map-based
robot localization},
journal = {Adv. Robotics},
volume = {30},
number = {22},
pages = {1431--1445},
year = {2016},
url = {https://doi.org/10.1080/01691864.2016.1222915},
doi = {10.1080/01691864.2016.1222915},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ar/IrieST16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieicet/KawakuboPS16,
author = {Hideko Kawakubo and
Marthinus Christoffel du Plessis and
Masashi Sugiyama},
title = {Computationally Efficient Class-Prior Estimation under Class Balance
Change Using Energy Distance},
journal = {{IEICE} Trans. Inf. Syst.},
volume = {99-D},
number = {1},
pages = {176--186},
year = {2016},
url = {https://doi.org/10.1587/transinf.2015EDP7212},
doi = {10.1587/TRANSINF.2015EDP7212},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ieicet/KawakuboPS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/MaZHS16,
author = {Yao Ma and
Tingting Zhao and
Kohei Hatano and
Masashi Sugiyama},
title = {An Online Policy Gradient Algorithm for Markov Decision Processes
with Continuous States and Actions},
journal = {Neural Comput.},
volume = {28},
number = {3},
pages = {563--593},
year = {2016},
url = {https://doi.org/10.1162/NECO\_a\_00808},
doi = {10.1162/NECO\_A\_00808},
timestamp = {Mon, 07 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/MaZHS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/WimalawarneTS16,
author = {Kishan Wimalawarne and
Ryota Tomioka and
Masashi Sugiyama},
title = {Theoretical and Experimental Analyses of Tensor-Based Regression and
Classification},
journal = {Neural Comput.},
volume = {28},
number = {4},
pages = {686--715},
year = {2016},
url = {https://doi.org/10.1162/NECO\_a\_00815},
doi = {10.1162/NECO\_A\_00815},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/WimalawarneTS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/SasakiNNS16,
author = {Hiroaki Sasaki and
Yung{-}Kyun Noh and
Gang Niu and
Masashi Sugiyama},
title = {Direct Density Derivative Estimation},
journal = {Neural Comput.},
volume = {28},
number = {6},
pages = {1101--1140},
year = {2016},
url = {https://doi.org/10.1162/NECO\_a\_00835},
doi = {10.1162/NECO\_A\_00835},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/SasakiNNS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/YamaneSS16,
author = {Ikko Yamane and
Hiroaki Sasaki and
Masashi Sugiyama},
title = {Regularized Multitask Learning for Multidimensional Log-Density Gradient
Estimation},
journal = {Neural Comput.},
volume = {28},
number = {7},
pages = {1388--1410},
year = {2016},
url = {https://doi.org/10.1162/NECO\_a\_00844},
doi = {10.1162/NECO\_A\_00844},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/YamaneSS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/TangkarattMS16,
author = {Voot Tangkaratt and
Jun Morimoto and
Masashi Sugiyama},
title = {Model-based reinforcement learning with dimension reduction},
journal = {Neural Networks},
volume = {84},
pages = {1--16},
year = {2016},
url = {https://doi.org/10.1016/j.neunet.2016.08.005},
doi = {10.1016/J.NEUNET.2016.08.005},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/TangkarattMS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ram/SugimotoTWZSM16,
author = {Norikazu Sugimoto and
Voot Tangkaratt and
Thijs Wensveen and
Tingting Zhao and
Masashi Sugiyama and
Jun Morimoto},
title = {Trial and Error: Using Previous Experiences as Simulation Models in
Humanoid Motor Learning},
journal = {{IEEE} Robotics Autom. Mag.},
volume = {23},
number = {1},
pages = {96--105},
year = {2016},
url = {https://doi.org/10.1109/MRA.2015.2511681},
doi = {10.1109/MRA.2015.2511681},
timestamp = {Mon, 07 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ram/SugimotoTWZSM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/YamaneYBS16,
author = {Ikko Yamane and
Florian Yger and
Maxime Berar and
Masashi Sugiyama},
editor = {Robert J. Durrant and
Kee{-}Eung Kim},
title = {Multitask Principal Component Analysis},
booktitle = {Proceedings of The 8th Asian Conference on Machine Learning, {ACML}
2016, Hamilton, New Zealand, November 16-18, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {63},
pages = {302--317},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v63/yamane65.html},
timestamp = {Wed, 29 May 2019 08:41:47 +0200},
biburl = {https://dblp.org/rec/conf/acml/YamaneYBS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/HorevYS16,
author = {Inbal Horev and
Florian Yger and
Masashi Sugiyama},
editor = {Robert J. Durrant and
Kee{-}Eung Kim},
title = {Geometry-aware stationary subspace analysis},
booktitle = {Proceedings of The 8th Asian Conference on Machine Learning, {ACML}
2016, Hamilton, New Zealand, November 16-18, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {63},
pages = {430--444},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v63/Horev84.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/HorevYS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/SasakiNS16,
author = {Hiroaki Sasaki and
Gang Niu and
Masashi Sugiyama},
editor = {Arthur Gretton and
Christian C. Robert},
title = {Non-Gaussian Component Analysis with Log-Density Gradient Estimation},
booktitle = {Proceedings of the 19th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2016, Cadiz, Spain, May 9-11, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {51},
pages = {1177--1185},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v51/sasaki16.html},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/SasakiNS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/case/IrieST16,
author = {Kiyoshi Irie and
Masashi Sugiyama and
Masahiro Tomono},
title = {Target-less camera-LiDAR extrinsic calibration using a bagged dependence
estimator},
booktitle = {{IEEE} International Conference on Automation Science and Engineering,
{CASE} 2016, Fort Worth, TX, USA, August 21-25, 2016},
pages = {1340--1347},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/COASE.2016.7743564},
doi = {10.1109/COASE.2016.7743564},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/case/IrieST16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuSSF16,
author = {Song Liu and
Taiji Suzuki and
Masashi Sugiyama and
Kenji Fukumizu},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {Structure Learning of Partitioned Markov Networks},
booktitle = {Proceedings of the 33nd International Conference on Machine Learning,
{ICML} 2016, New York City, NY, USA, June 19-24, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {48},
pages = {439--448},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/liuc16.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiuSSF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/SasakiOS16,
author = {Hiroaki Sasaki and
Yurina Ono and
Masashi Sugiyama},
editor = {Akira Hirose and
Seiichi Ozawa and
Kenji Doya and
Kazushi Ikeda and
Minho Lee and
Derong Liu},
title = {Modal Regression via Direct Log-Density Derivative Estimation},
booktitle = {Neural Information Processing - 23rd International Conference, {ICONIP}
2016, Kyoto, Japan, October 16-21, 2016, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {9948},
pages = {108--116},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46672-9\_13},
doi = {10.1007/978-3-319-46672-9\_13},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iconip/SasakiOS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NiuPSMS16,
author = {Gang Niu and
Marthinus Christoffel du Plessis and
Tomoya Sakai and
Yao Ma and
Masashi Sugiyama},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Theoretical Comparisons of Positive-Unlabeled Learning against Positive-Negative
Learning},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {1199--1207},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/be3159ad04564bfb90db9e32851ebf9c-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/NiuPSMS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/taai/KawakuboS16,
author = {Hideko Kawakubo and
Masashi Sugiyama},
title = {Semi-supervised sufficient dimension reduction under class-prior change},
booktitle = {Conference on Technologies and Applications of Artificial Intelligence,
{TAAI} 2016, Hsinchu, Taiwan, November 25-27, 2016},
pages = {146--153},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/TAAI.2016.7880182},
doi = {10.1109/TAAI.2016.7880182},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/taai/KawakuboS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/KhanBLSS16,
author = {Mohammad Emtiyaz Khan and
Reza Babanezhad and
Wu Lin and
Mark Schmidt and
Masashi Sugiyama},
editor = {Alexander Ihler and
Dominik Janzing},
title = {Faster Stochastic Variational Inference using Proximal-Gradient Methods
with General Divergence Functions},
booktitle = {Proceedings of the Thirty-Second Conference on Uncertainty in Artificial
Intelligence, {UAI} 2016, June 25-29, 2016, New York City, NY, {USA}},
publisher = {{AUAI} Press},
year = {2016},
url = {http://auai.org/uai2016/proceedings/papers/218.pdf},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/KhanBLSS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/nips/2016,
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016},
timestamp = {Mon, 16 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/2016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/NiuPSS16,
author = {Gang Niu and
Marthinus Christoffel du Plessis and
Tomoya Sakai and
Masashi Sugiyama},
title = {Theoretical Comparisons of Learning from Positive-Negative, Positive-Unlabeled,
and Negative-Unlabeled Data},
journal = {CoRR},
volume = {abs/1603.03130},
year = {2016},
url = {http://arxiv.org/abs/1603.03130},
eprinttype = {arXiv},
eprint = {1603.03130},
timestamp = {Thu, 04 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/NiuPSS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LuoPCDS16,
author = {Jie Luo and
Karteek Popuri and
Dana Cobzas and
Hongyi Ding and
Masashi Sugiyama},
title = {Reinterpreting the Transformation Posterior in Probabilistic Image
Registration},
journal = {CoRR},
volume = {abs/1604.01889},
year = {2016},
url = {http://arxiv.org/abs/1604.01889},
eprinttype = {arXiv},
eprint = {1604.01889},
timestamp = {Wed, 11 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/LuoPCDS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SakaiPNS16,
author = {Tomoya Sakai and
Marthinus Christoffel du Plessis and
Gang Niu and
Masashi Sugiyama},
title = {Beyond the Low-density Separation Principle: {A} Novel Approach to
Semi-supervised Learning},
journal = {CoRR},
volume = {abs/1605.06955},
year = {2016},
url = {http://arxiv.org/abs/1605.06955},
eprinttype = {arXiv},
eprint = {1605.06955},
timestamp = {Thu, 04 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/SakaiPNS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HorevYS16,
author = {Inbal Horev and
Florian Yger and
Masashi Sugiyama},
title = {Geometry-aware stationary subspace analysis},
journal = {CoRR},
volume = {abs/1605.07785},
year = {2016},
url = {http://arxiv.org/abs/1605.07785},
eprinttype = {arXiv},
eprint = {1605.07785},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HorevYS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PlessisNS16,
author = {Marthinus Christoffel du Plessis and
Gang Niu and
Masashi Sugiyama},
title = {Class-prior Estimation for Learning from Positive and Unlabeled Data},
journal = {CoRR},
volume = {abs/1611.01586},
year = {2016},
url = {http://arxiv.org/abs/1611.01586},
eprinttype = {arXiv},
eprint = {1611.01586},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/PlessisNS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HuSS16,
author = {Weihua Hu and
Issei Sato and
Masashi Sugiyama},
title = {Robust supervised learning under uncertainty in dataset shift},
journal = {CoRR},
volume = {abs/1611.02041},
year = {2016},
url = {http://arxiv.org/abs/1611.02041},
eprinttype = {arXiv},
eprint = {1611.02041},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HuSS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TangkarattHPN0S16,
author = {Voot Tangkaratt and
Herke van Hoof and
Simone Parisi and
Gerhard Neumann and
Jan Peters and
Masashi Sugiyama},
title = {Policy Search with High-Dimensional Context Variables},
journal = {CoRR},
volume = {abs/1611.03231},
year = {2016},
url = {http://arxiv.org/abs/1611.03231},
eprinttype = {arXiv},
eprint = {1611.03231},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/TangkarattHPN0S16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/daglib/0035301,
author = {Masashi Sugiyama},
title = {Statistical Reinforcement Learning - Modern Machine Learning Approaches},
series = {Chapman and Hall / {CRC} machine learning and pattern recognition
series},
publisher = {{CRC} Press},
year = {2015},
isbn = {978-1-439-85689-5},
timestamp = {Tue, 14 Jul 2015 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/daglib/0035301.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieicet/NamS15,
author = {Hyun Ha Nam and
Masashi Sugiyama},
title = {Direct Density Ratio Estimation with Convolutional Neural Networks
with Application in Outlier Detection},
journal = {{IEICE} Trans. Inf. Syst.},
volume = {98-D},
number = {5},
pages = {1073--1079},
year = {2015},
url = {https://doi.org/10.1587/transinf.2014EDP7335},
doi = {10.1587/TRANSINF.2014EDP7335},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ieicet/NamS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/NakajimaTSB15,
author = {Shinichi Nakajima and
Ryota Tomioka and
Masashi Sugiyama and
S. Derin Babacan},
title = {Condition for perfect dimensionality recovery by variational Bayesian
{PCA}},
journal = {J. Mach. Learn. Res.},
volume = {16},
pages = {3757--3811},
year = {2015},
url = {https://dl.acm.org/doi/10.5555/2789272.2912116},
doi = {10.5555/2789272.2912116},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/NakajimaTSB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/OngBHSW15,
author = {Cheng Soon Ong and
Wray L. Buntine and
Tu Bao Ho and
Masashi Sugiyama and
Geoffrey I. Webb},
title = {Introduction: special issue of selected papers of {ACML} 2013},
journal = {Mach. Learn.},
volume = {99},
number = {2},
pages = {165--167},
year = {2015},
url = {https://doi.org/10.1007/s10994-015-5492-1},
doi = {10.1007/S10994-015-5492-1},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/OngBHSW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ShigaTS15,
author = {Motoki Shiga and
Voot Tangkaratt and
Masashi Sugiyama},
title = {Direct conditional probability density estimation with sparse feature
selection},
journal = {Mach. Learn.},
volume = {100},
number = {2-3},
pages = {161--182},
year = {2015},
url = {https://doi.org/10.1007/s10994-014-5472-x},
doi = {10.1007/S10994-014-5472-X},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ShigaTS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/TangkarattXS15,
author = {Voot Tangkaratt and
Ning Xie and
Masashi Sugiyama},
title = {Conditional Density Estimation with Dimensionality Reduction via Squared-Loss
Conditional Entropy Minimization},
journal = {Neural Comput.},
volume = {27},
number = {1},
pages = {228--254},
year = {2015},
url = {https://doi.org/10.1162/NECO\_a\_00683},
doi = {10.1162/NECO\_A\_00683},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/TangkarattXS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/PlessisSS15,
author = {Marthinus Christoffel du Plessis and
Hiroaki Shiino and
Masashi Sugiyama},
title = {Online Direct Density-Ratio Estimation Applied to Inlier-Based Outlier
Detection},
journal = {Neural Comput.},
volume = {27},
number = {9},
pages = {1899--1914},
year = {2015},
url = {https://doi.org/10.1162/NECO\_a\_00761},
doi = {10.1162/NECO\_A\_00761},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/PlessisSS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/ZhangMS15,
author = {Hao Zhang and
Yao Ma and
Masashi Sugiyama},
title = {Bandit-Based Task Assignment for Heterogeneous Crowdsourcing},
journal = {Neural Comput.},
volume = {27},
number = {11},
pages = {2447--2475},
year = {2015},
url = {https://doi.org/10.1162/NECO\_a\_00782},
doi = {10.1162/NECO\_A\_00782},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/ZhangMS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/YamadaSRTCS15,
author = {Makoto Yamada and
Leonid Sigal and
Michalis Raptis and
Machiko Toyoda and
Yi Chang and
Masashi Sugiyama},
title = {Cross-Domain Matching with Squared-Loss Mutual Information},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {37},
number = {9},
pages = {1764--1776},
year = {2015},
url = {https://doi.org/10.1109/TPAMI.2014.2388235},
doi = {10.1109/TPAMI.2014.2388235},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/YamadaSRTCS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/BalziYS15,
author = {Alessandro Balzi and
Florian Yger and
Masashi Sugiyama},
title = {Importance-weighted covariance estimation for robust common spatial
pattern},
journal = {Pattern Recognit. Lett.},
volume = {68},
pages = {139--145},
year = {2015},
url = {https://doi.org/10.1016/j.patrec.2015.09.003},
doi = {10.1016/J.PATREC.2015.09.003},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/prl/BalziYS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiuSS15,
author = {Song Liu and
Taiji Suzuki and
Masashi Sugiyama},
editor = {Blai Bonet and
Sven Koenig},
title = {Support Consistency of Direct Sparse-Change Learning in Markov Networks},
booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
January 25-30, 2015, Austin, Texas, {USA}},
pages = {2785--2791},
publisher = {{AAAI} Press},
year = {2015},
url = {https://doi.org/10.1609/aaai.v29i1.9566},
doi = {10.1609/AAAI.V29I1.9566},
timestamp = {Sat, 21 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LiuSS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/HorevYS15,
author = {Inbal Horev and
Florian Yger and
Masashi Sugiyama},
title = {Geometry-Aware Principal Component Analysis for Symmetric Positive
Definite Matrices},
booktitle = {Proceedings of The 7th Asian Conference on Machine Learning, {ACML}
2015, Hong Kong, November 20-22, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {45},
pages = {1--16},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v45/Horev15.html},
timestamp = {Wed, 29 May 2019 08:41:47 +0200},
biburl = {https://dblp.org/rec/conf/acml/HorevYS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/SasakiTS15,
author = {Hiroaki Sasaki and
Voot Tangkaratt and
Masashi Sugiyama},
title = {Sufficient Dimension Reduction via Direct Estimation of the Gradients
of Logarithmic Conditional Densities},
booktitle = {Proceedings of The 7th Asian Conference on Machine Learning, {ACML}
2015, Hong Kong, November 20-22, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {45},
pages = {33--48},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v45/Sasaki15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/SasakiTS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/PlessisNS15,
author = {Marthinus Christoffel du Plessis and
Gang Niu and
Masashi Sugiyama},
title = {Class-prior Estimation for Learning from Positive and Unlabeled Data},
booktitle = {Proceedings of The 7th Asian Conference on Machine Learning, {ACML}
2015, Hong Kong, November 20-22, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {45},
pages = {221--236},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v45/Christoffel15.html},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/PlessisNS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/NguyenPS15,
author = {Tuan Duong Nguyen and
Marthinus Christoffel du Plessis and
Masashi Sugiyama},
title = {Continuous Target Shift Adaptation in Supervised Learning},
booktitle = {Proceedings of The 7th Asian Conference on Machine Learning, {ACML}
2015, Hong Kong, November 20-22, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {45},
pages = {285--300},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v45/Nguyen15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/NguyenPS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ZhaoNXYS15,
author = {Tingting Zhao and
Gang Niu and
Ning Xie and
Jucheng Yang and
Masashi Sugiyama},
title = {Regularized Policy Gradients: Direct Variance Reduction in Policy
Gradient Estimation},
booktitle = {Proceedings of The 7th Asian Conference on Machine Learning, {ACML}
2015, Hong Kong, November 20-22, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {45},
pages = {333--348},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v45/Zhao15b.html},
timestamp = {Mon, 07 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/ZhaoNXYS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/SasakiNS15,
author = {Hiroaki Sasaki and
Yung{-}Kyun Noh and
Masashi Sugiyama},
editor = {Guy Lebanon and
S. V. N. Vishwanathan},
title = {Direct Density-Derivative Estimation and Its Application in KL-Divergence
Approximation},
booktitle = {Proceedings of the Eighteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2015, San Diego, California,
USA, May 9-12, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {38},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v38/sasaki15.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/SasakiNS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/YgerLS15,
author = {Florian Yger and
Fabien Lotte and
Masashi Sugiyama},
title = {Averaging covariance matrices for {EEG} signal classification based
on the {CSP:} An empirical study},
booktitle = {23rd European Signal Processing Conference, {EUSIPCO} 2015, Nice,
France, August 31 - September 4, 2015},
pages = {2721--2725},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/EUSIPCO.2015.7362879},
doi = {10.1109/EUSIPCO.2015.7362879},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eusipco/YgerLS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdim/SainuiS15,
author = {Janya Sainui and
Masashi Sugiyama},
title = {Minimum dependency key frames selection via quadratic mutual information},
booktitle = {Tenth International Conference on Digital Information Management,
{ICDIM} 2015, Jeju Island, South Korea, October 21-23, 2015},
pages = {148--153},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ICDIM.2015.7381858},
doi = {10.1109/ICDIM.2015.7381858},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdim/SainuiS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PlessisNS15,
author = {Marthinus Christoffel du Plessis and
Gang Niu and
Masashi Sugiyama},
editor = {Francis R. Bach and
David M. Blei},
title = {Convex Formulation for Learning from Positive and Unlabeled Data},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1386--1394},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/plessis15.html},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/PlessisNS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/XieZTZS15,
author = {Ning Xie and
Tingting Zhao and
Feng Tian and
Xiaohua Zhang and
Masashi Sugiyama},
editor = {Qiang Yang and
Michael J. Wooldridge},
title = {Stroke-Based Stylization Learning and Rendering with Inverse Reinforcement
Learning},
booktitle = {Proceedings of the Twenty-Fourth International Joint Conference on
Artificial Intelligence, {IJCAI} 2015, Buenos Aires, Argentina, July
25-31, 2015},
pages = {2531--2539},
publisher = {{AAAI} Press},
year = {2015},
url = {http://ijcai.org/Abstract/15/359},
timestamp = {Mon, 07 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/XieZTZS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/IrieST15,
author = {Kiyoshi Irie and
Masashi Sugiyama and
Masahiro Tomono},
title = {A dependence maximization approach towards street map-based localization},
booktitle = {2015 {IEEE/RSJ} International Conference on Intelligent Robots and
Systems, {IROS} 2015, Hamburg, Germany, September 28 - October 2,
2015},
pages = {3721--3728},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/IROS.2015.7353898},
doi = {10.1109/IROS.2015.7353898},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iros/IrieST15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/BabaKNKGIAKIHKS15,
author = {Yukino Baba and
Hisashi Kashima and
Yasunobu Nohara and
Eiko Kai and
Partha Pratim Ghosh and
Rafiqul Islam Maruf and
Ashir Ahmed and
Masahiro Kuroda and
Sozo Inoue and
Tatsuo Hiramatsu and
Michio Kimura and
Shuji Shimizu and
Kunihisa Kobayashi and
Koji Tsuda and
Masashi Sugiyama and
Mathieu Blondel and
Naonori Ueda and
Masaru Kitsuregawa and
Naoki Nakashima},
editor = {Longbing Cao and
Chengqi Zhang and
Thorsten Joachims and
Geoffrey I. Webb and
Dragos D. Margineantu and
Graham Williams},
title = {Predictive Approaches for Low-Cost Preventive Medicine Program in
Developing Countries},
booktitle = {Proceedings of the 21th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Sydney, NSW, Australia, August
10-13, 2015},
pages = {1681--1690},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2783258.2788587},
doi = {10.1145/2783258.2788587},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/BabaKNKGIAKIHKS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/taai/ZhangS15,
author = {Hao Zhang and
Masashi Sugiyama},
title = {Task selection for bandit-based task assignment in heterogeneous crowdsourcing},
booktitle = {Conference on Technologies and Applications of Artificial Intelligence,
{TAAI} 2015, Tainan, Taiwan, November 20-22, 2015},
pages = {164--171},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/TAAI.2015.7407065},
doi = {10.1109/TAAI.2015.7407065},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/taai/ZhangS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/nips/2015,
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015},
timestamp = {Mon, 16 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/2015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/sp/RubensESK15,
author = {Neil Rubens and
Mehdi Elahi and
Masashi Sugiyama and
Dain Kaplan},
editor = {Francesco Ricci and
Lior Rokach and
Bracha Shapira},
title = {Active Learning in Recommender Systems},
booktitle = {Recommender Systems Handbook},
pages = {809--846},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-1-4899-7637-6\_24},
doi = {10.1007/978-1-4899-7637-6\_24},
timestamp = {Tue, 21 Mar 2023 21:16:16 +0100},
biburl = {https://dblp.org/rec/reference/sp/RubensESK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YgerS15,
author = {Florian Yger and
Masashi Sugiyama},
title = {Supervised LogEuclidean Metric Learning for Symmetric Positive Definite
Matrices},
journal = {CoRR},
volume = {abs/1502.03505},
year = {2015},
url = {http://arxiv.org/abs/1502.03505},
eprinttype = {arXiv},
eprint = {1502.03505},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YgerS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SuzumuraOSKT15,
author = {Shinya Suzumura and
Kohei Ogawa and
Masashi Sugiyama and
Masayuki Karasuyama and
Ichiro Takeuchi},
title = {Homotopy Continuation Approaches for Robust {SV} Classification and
Regression},
journal = {CoRR},
volume = {abs/1507.03229},
year = {2015},
url = {http://arxiv.org/abs/1507.03229},
eprinttype = {arXiv},
eprint = {1507.03229},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SuzumuraOSKT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhangMS15,
author = {Hao Zhang and
Yao Ma and
Masashi Sugiyama},
title = {Bandit-Based Task Assignment for Heterogeneous Crowdsourcing},
journal = {CoRR},
volume = {abs/1507.05800},
year = {2015},
url = {http://arxiv.org/abs/1507.05800},
eprinttype = {arXiv},
eprint = {1507.05800},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZhangMS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhangS15a,
author = {Hao Zhang and
Masashi Sugiyama},
title = {Task Selection for Bandit-Based Task Assignment in Heterogeneous Crowdsourcing},
journal = {CoRR},
volume = {abs/1507.07199},
year = {2015},
url = {http://arxiv.org/abs/1507.07199},
eprinttype = {arXiv},
eprint = {1507.07199},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZhangS15a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WimalawarneTS15,
author = {Kishan Wimalawarne and
Ryota Tomioka and
Masashi Sugiyama},
title = {Theoretical and Experimental Analyses of Tensor-Based Regression and
Classification},
journal = {CoRR},
volume = {abs/1509.01770},
year = {2015},
url = {http://arxiv.org/abs/1509.01770},
eprinttype = {arXiv},
eprint = {1509.01770},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WimalawarneTS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MaZS15,
author = {Yao Ma and
Hao Zhang and
Masashi Sugiyama},
title = {Online Markov decision processes with policy iteration},
journal = {CoRR},
volume = {abs/1510.04454},
year = {2015},
url = {http://arxiv.org/abs/1510.04454},
eprinttype = {arXiv},
eprint = {1510.04454},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MaZS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KhanBLSS15,
author = {Mohammad Emtiyaz Khan and
Reza Babanezhad and
Wu Lin and
Mark Schmidt and
Masashi Sugiyama},
title = {Convergence of Proximal-Gradient Stochastic Variational Inference
under Non-Decreasing Step-Size Sequence},
journal = {CoRR},
volume = {abs/1511.00146},
year = {2015},
url = {http://arxiv.org/abs/1511.00146},
eprinttype = {arXiv},
eprint = {1511.00146},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/KhanBLSS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/entropy/KanamoriS14,
author = {Takafumi Kanamori and
Masashi Sugiyama},
title = {Statistical Analysis of Distance Estimators with Density Differences
and Density Ratios},
journal = {Entropy},
volume = {16},
number = {2},
pages = {921--942},
year = {2014},
url = {https://doi.org/10.3390/e16020921},
doi = {10.3390/E16020921},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/entropy/KanamoriS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieicet/SakaiS14,
author = {Tomoya Sakai and
Masashi Sugiyama},
title = {Computationally Efficient Estimation of Squared-Loss Mutual Information
with Multiplicative Kernel Models},
journal = {{IEICE} Trans. Inf. Syst.},
volume = {97-D},
number = {4},
pages = {968--971},
year = {2014},
url = {https://doi.org/10.1587/transinf.E97.D.968},
doi = {10.1587/TRANSINF.E97.D.968},
timestamp = {Thu, 04 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ieicet/SakaiS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieicet/PlessisS14,
author = {Marthinus Christoffel du Plessis and
Masashi Sugiyama},
title = {Class Prior Estimation from Positive and Unlabeled Data},
journal = {{IEICE} Trans. Inf. Syst.},
volume = {97-D},
number = {5},
pages = {1358--1362},
year = {2014},
url = {https://doi.org/10.1587/transinf.E97.D.1358},
doi = {10.1587/TRANSINF.E97.D.1358},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ieicet/PlessisS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieicet/SimmAS14,
author = {Jaak Simm and
Ildefons Magrans de Abril and
Masashi Sugiyama},
title = {Tree-Based Ensemble Multi-Task Learning Method for Classification
and Regression},
journal = {{IEICE} Trans. Inf. Syst.},
volume = {97-D},
number = {6},
pages = {1677--1681},
year = {2014},
url = {https://doi.org/10.1587/transinf.E97.D.1677},
doi = {10.1587/TRANSINF.E97.D.1677},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ieicet/SimmAS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieicet/NguyenPKS14,
author = {Tuan Duong Nguyen and
Marthinus Christoffel du Plessis and
Takafumi Kanamori and
Masashi Sugiyama},
title = {Constrained Least-Squares Density-Difference Estimation},
journal = {{IEICE} Trans. Inf. Syst.},
volume = {97-D},
number = {7},
pages = {1822--1829},
year = {2014},
url = {https://doi.org/10.1587/transinf.E97.D.1822},
doi = {10.1587/TRANSINF.E97.D.1822},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ieicet/NguyenPKS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieicet/SainuiS14,
author = {Janya Sainui and
Masashi Sugiyama},
title = {Unsupervised Dimension Reduction via Least-Squares Quadratic Mutual
Information},
journal = {{IEICE} Trans. Inf. Syst.},
volume = {97-D},
number = {10},
pages = {2806--2809},
year = {2014},
url = {https://doi.org/10.1587/transinf.2014EDL8111},
doi = {10.1587/TRANSINF.2014EDL8111},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ieicet/SainuiS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/YamadaSS14,
author = {Makoto Yamada and
Masashi Sugiyama and
Jun Sese},
title = {Least-squares independence regression for non-linear causal inference
under non-Gaussian noise},
journal = {Mach. Learn.},
volume = {96},
number = {3},
pages = {249--267},
year = {2014},
url = {https://doi.org/10.1007/s10994-013-5423-y},
doi = {10.1007/S10994-013-5423-Y},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/YamadaSS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/SugiyamaNYKH14,
author = {Masashi Sugiyama and
Gang Niu and
Makoto Yamada and
Manabu Kimura and
Hirotaka Hachiya},
title = {Information-Maximization Clustering Based on Squared-Loss Mutual Information},
journal = {Neural Comput.},
volume = {26},
number = {1},
pages = {84--131},
year = {2014},
url = {https://doi.org/10.1162/NECO\_a\_00534},
doi = {10.1162/NECO\_A\_00534},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/SugiyamaNYKH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/YamadaJSXS14,
author = {Makoto Yamada and
Wittawat Jitkrittum and
Leonid Sigal and
Eric P. Xing and
Masashi Sugiyama},
title = {High-Dimensional Feature Selection by Feature-Wise Kernelized Lasso},
journal = {Neural Comput.},
volume = {26},
number = {1},
pages = {185--207},
year = {2014},
url = {https://doi.org/10.1162/NECO\_a\_00537},
doi = {10.1162/NECO\_A\_00537},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/YamadaJSXS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/LiuQGSS14,
author = {Song Liu and
John A. Quinn and
Michael U. Gutmann and
Taiji Suzuki and
Masashi Sugiyama},
title = {Direct Learning of Sparse Changes in Markov Networks by Density Ratio
Estimation},
journal = {Neural Comput.},
volume = {26},
number = {6},
pages = {1169--1197},
year = {2014},
url = {https://doi.org/10.1162/NECO\_a\_00589},
doi = {10.1162/NECO\_A\_00589},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/LiuQGSS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/NiuDYS14,
author = {Gang Niu and
Bo Dai and
Makoto Yamada and
Masashi Sugiyama},
title = {Information-Theoretic Semi-Supervised Metric Learning via Entropy
Regularization},
journal = {Neural Comput.},
volume = {26},
number = {8},
pages = {1717--1762},
year = {2014},
url = {https://doi.org/10.1162/NECO\_a\_00614},
doi = {10.1162/NECO\_A\_00614},
timestamp = {Thu, 29 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/NiuDYS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/PlessisS14,
author = {Marthinus Christoffel du Plessis and
Masashi Sugiyama},
title = {Semi-supervised learning of class balance under class-prior change
by distribution matching},
journal = {Neural Networks},
volume = {50},
pages = {110--119},
year = {2014},
url = {https://doi.org/10.1016/j.neunet.2013.11.010},
doi = {10.1016/J.NEUNET.2013.11.010},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/PlessisS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/CalandrielloNS14,
author = {Daniele Calandriello and
Gang Niu and
Masashi Sugiyama},
title = {Semi-supervised information-maximization clustering},
journal = {Neural Networks},
volume = {57},
pages = {103--111},
year = {2014},
url = {https://doi.org/10.1016/j.neunet.2014.05.016},
doi = {10.1016/J.NEUNET.2014.05.016},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/CalandrielloNS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/TangkarattMZMS14,
author = {Voot Tangkaratt and
Syogo Mori and
Tingting Zhao and
Jun Morimoto and
Masashi Sugiyama},
title = {Model-based policy gradients with parameter-based exploration by least-squares
conditional density estimation},
journal = {Neural Networks},
volume = {57},
pages = {128--140},
year = {2014},
url = {https://doi.org/10.1016/j.neunet.2014.06.006},
doi = {10.1016/J.NEUNET.2014.06.006},
timestamp = {Mon, 07 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/TangkarattMZMS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/QuinnS14,
author = {John A. Quinn and
Masashi Sugiyama},
title = {A least-squares approach to anomaly detection in static and sequential
data},
journal = {Pattern Recognit. Lett.},
volume = {40},
pages = {36--40},
year = {2014},
url = {https://doi.org/10.1016/j.patrec.2013.12.016},
doi = {10.1016/J.PATREC.2013.12.016},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/prl/QuinnS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/NakajimaS14,
author = {Shinichi Nakajima and
Masashi Sugiyama},
title = {Analysis of Empirical {MAP} and Empirical Partially Bayes: Can They
be Alternatives to Variational Bayes?},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {20--28},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/nakajima14.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/NakajimaS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/NohSLPPL14,
author = {Yung{-}Kyun Noh and
Masashi Sugiyama and
Song Liu and
Marthinus Christoffel du Plessis and
Frank Chongwoo Park and
Daniel D. Lee},
title = {Bias Reduction and Metric Learning for Nearest-Neighbor Estimation
of Kullback-Leibler Divergence},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {669--677},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/noh14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/NohSLPPL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/humanoids/SugimotoTWZSM14,
author = {Norikazu Sugimoto and
Voot Tangkaratt and
Thijs Wensveen and
Tingting Zhao and
Masashi Sugiyama and
Jun Morimoto},
title = {Efficient reuse of previous experiences in humanoid motor learning},
booktitle = {14th {IEEE-RAS} International Conference on Humanoid Robots, Humanoids
2014, Madrid, Spain, November 18-20, 2014},
pages = {554--559},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/HUMANOIDS.2014.7041417},
doi = {10.1109/HUMANOIDS.2014.7041417},
timestamp = {Mon, 07 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/humanoids/SugimotoTWZSM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SuzumuraOST14,
author = {Shinya Suzumura and
Kohei Ogawa and
Masashi Sugiyama and
Ichiro Takeuchi},
title = {Outlier Path: {A} Homotopy Algorithm for Robust {SVM}},
booktitle = {Proceedings of the 31th International Conference on Machine Learning,
{ICML} 2014, Beijing, China, 21-26 June 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {32},
pages = {1098--1106},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v32/suzumura14.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/SuzumuraOST14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NiuDPS14,
author = {Gang Niu and
Bo Dai and
Marthinus Christoffel du Plessis and
Masashi Sugiyama},
title = {Transductive Learning with Multi-class Volume Approximation},
booktitle = {Proceedings of the 31th International Conference on Machine Learning,
{ICML} 2014, Beijing, China, 21-26 June 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {32},
pages = {1377--1385},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v32/niu14.html},
timestamp = {Thu, 29 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/NiuDPS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PlessisNS14,
author = {Marthinus Christoffel du Plessis and
Gang Niu and
Masashi Sugiyama},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Analysis of Learning from Positive and Unlabeled Data},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {703--711},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/35051070e572e47d2c26c241ab88307f-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/PlessisNS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NakajimaSSWK14,
author = {Shinichi Nakajima and
Issei Sato and
Masashi Sugiyama and
Kazuho Watanabe and
Hiroko Kobayashi},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Analysis of Variational Bayesian Latent Dirichlet Allocation: Weaker
Sparsity Than {MAP}},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {1224--1232},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/5487315b1286f907165907aa8fc96619-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/NakajimaSSWK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WimalawarneST14,
author = {Kishan Wimalawarne and
Masashi Sugiyama and
Ryota Tomioka},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Multitask learning meets tensor factorization: task imputation via
convex optimization},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {2825--2833},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/6d9cb7de5e8ac30bd5e8734bc96a35c1-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/WimalawarneST14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SasakiHS14,
author = {Hiroaki Sasaki and
Aapo Hyv{\"{a}}rinen and
Masashi Sugiyama},
editor = {Toon Calders and
Floriana Esposito and
Eyke H{\"{u}}llermeier and
Rosa Meo},
title = {Clustering via Mode Seeking by Direct Estimation of the Gradient of
a Log-Density},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2014, Nancy, France, September 15-19, 2014. Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {8726},
pages = {19--34},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-662-44845-8\_2},
doi = {10.1007/978-3-662-44845-8\_2},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/SasakiHS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MaZHS14,
author = {Yao Ma and
Tingting Zhao and
Kohei Hatano and
Masashi Sugiyama},
editor = {Toon Calders and
Floriana Esposito and
Eyke H{\"{u}}llermeier and
Rosa Meo},
title = {An Online Policy Gradient Algorithm for Markov Decision Processes
with Continuous States and Actions},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2014, Nancy, France, September 15-19, 2014. Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {8725},
pages = {354--369},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-662-44851-9\_23},
doi = {10.1007/978-3-662-44851-9\_23},
timestamp = {Mon, 07 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/MaZHS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HockingSS14,
author = {Toby Dylan Hocking and
Supaporn Spanurattana and
Masashi Sugiyama},
title = {Support vector comparison machines},
journal = {CoRR},
volume = {abs/1401.8008},
year = {2014},
url = {http://arxiv.org/abs/1401.8008},
eprinttype = {arXiv},
eprint = {1401.8008},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HockingSS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/NiuDPS14,
author = {Gang Niu and
Bo Dai and
Marthinus Christoffel du Plessis and
Masashi Sugiyama},
title = {Transductive Learning with Multi-class Volume Approximation},
journal = {CoRR},
volume = {abs/1402.0288},
year = {2014},
url = {http://arxiv.org/abs/1402.0288},
eprinttype = {arXiv},
eprint = {1402.0288},
timestamp = {Thu, 29 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/NiuDPS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TangkarattXS14,
author = {Voot Tangkaratt and
Ning Xie and
Masashi Sugiyama},
title = {Conditional Density Estimation with Dimensionality Reduction via Squared-Loss
Conditional Entropy Minimization},
journal = {CoRR},
volume = {abs/1404.6876},
year = {2014},
url = {http://arxiv.org/abs/1404.6876},
eprinttype = {arXiv},
eprint = {1404.6876},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/TangkarattXS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SugimotoTWZSM14,
author = {Norikazu Sugimoto and
Voot Tangkaratt and
Thijs Wensveen and
Tingting Zhao and
Masashi Sugiyama and
Jun Morimoto},
title = {Efficient Reuse of Previous Experiences to Improve Policies in Real
Environment},
journal = {CoRR},
volume = {abs/1405.2406},
year = {2014},
url = {http://arxiv.org/abs/1405.2406},
eprinttype = {arXiv},
eprint = {1405.2406},
timestamp = {Mon, 07 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SugimotoTWZSM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dsp/YamadaWKSS13,
author = {Makoto Yamada and
Gordon Wichern and
Kazunobu Kondo and
Masashi Sugiyama and
Hiroshi Sawada},
title = {Noise adaptive optimization of matrix initialization for frequency-domain
independent component analysis},
journal = {Digit. Signal Process.},
volume = {23},
number = {1},
pages = {1--8},
year = {2013},
url = {https://doi.org/10.1016/j.dsp.2012.08.010},
doi = {10.1016/J.DSP.2012.08.010},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dsp/YamadaWKSS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/entropy/Sugiyama13,
author = {Masashi Sugiyama},
title = {Machine Learning with Squared-Loss Mutual Information},
journal = {Entropy},
volume = {15},
number = {1},
pages = {80--112},
year = {2013},
url = {https://doi.org/10.3390/e15010080},
doi = {10.3390/E15010080},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/entropy/Sugiyama13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieicet/AbrilS13,
author = {Ildefons Magrans de Abril and
Masashi Sugiyama},
title = {Winning the Kaggle Algorithmic Trading Challenge with the Composition
of Many Models and Feature Engineering},
journal = {{IEICE} Trans. Inf. Syst.},
volume = {96-D},
number = {3},
pages = {742--745},
year = {2013},
url = {https://doi.org/10.1587/transinf.E96.D.742},
doi = {10.1587/TRANSINF.E96.D.742},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ieicet/AbrilS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieicet/XieHS13,
author = {Ning Xie and
Hirotaka Hachiya and
Masashi Sugiyama},
title = {Artist Agent: {A} Reinforcement Learning Approach to Automatic Stroke
Generation in Oriental Ink Painting},
journal = {{IEICE} Trans. Inf. Syst.},
volume = {96-D},
number = {5},
pages = {1134--1144},
year = {2013},
url = {https://doi.org/10.1587/transinf.E96.D.1134},
doi = {10.1587/TRANSINF.E96.D.1134},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ieicet/XieHS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieicet/JitkrittumHS13,
author = {Wittawat Jitkrittum and
Hirotaka Hachiya and
Masashi Sugiyama},
title = {Feature Selection via l\({}_{\mbox{1}}\)-Penalized Squared-Loss Mutual
Information},
journal = {{IEICE} Trans. Inf. Syst.},
volume = {96-D},
number = {7},
pages = {1513--1524},
year = {2013},
url = {https://doi.org/10.1587/transinf.E96.D.1513},
doi = {10.1587/TRANSINF.E96.D.1513},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ieicet/JitkrittumHS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieicet/NamHS13,
author = {Hyun Ha Nam and
Hirotaka Hachiya and
Masashi Sugiyama},
title = {Computationally Efficient Multi-Label Classification by Least-Squares
Probabilistic Classifiers},
journal = {{IEICE} Trans. Inf. Syst.},
volume = {96-D},
number = {8},
pages = {1871--1874},
year = {2013},
url = {https://doi.org/10.1587/transinf.E96.D.1871},
doi = {10.1587/TRANSINF.E96.D.1871},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ieicet/NamHS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieicet/SainuiS13,
author = {Janya Sainui and
Masashi Sugiyama},
title = {Direct Approximation of Quadratic Mutual Information and Its Application
to Dependence-Maximization Clustering},
journal = {{IEICE} Trans. Inf. Syst.},
volume = {96-D},
number = {10},
pages = {2282--2285},
year = {2013},
url = {https://doi.org/10.1587/transinf.E96.D.2282},
doi = {10.1587/TRANSINF.E96.D.2282},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ieicet/SainuiS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcse/SugiyamaLPYYSK13,
author = {Masashi Sugiyama and
Song Liu and
Marthinus Christoffel du Plessis and
Masao Yamanaka and
Makoto Yamada and
Taiji Suzuki and
Takafumi Kanamori},
title = {Direct Divergence Approximation between Probability Distributions
and Its Applications in Machine Learning},
journal = {J. Comput. Sci. Eng.},
volume = {7},
number = {2},
pages = {99--111},
year = {2013},
url = {https://doi.org/10.5626/JCSE.2013.7.2.99},
doi = {10.5626/JCSE.2013.7.2.99},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcse/SugiyamaLPYYSK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/NakajimaSBT13,
author = {Shinichi Nakajima and
Masashi Sugiyama and
S. Derin Babacan and
Ryota Tomioka},
title = {Global analytic solution of fully-observed variational Bayesian matrix
factorization},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {1--37},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2502582},
doi = {10.5555/2567709.2502582},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/NakajimaSBT13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/NiuDSS13,
author = {Gang Niu and
Bo Dai and
Lin Shang and
Masashi Sugiyama},
title = {Maximum volume clustering: a new discriminative clustering approach},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {2641--2687},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567746},
doi = {10.5555/2567709.2567746},
timestamp = {Thu, 29 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/NiuDSS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KanamoriSS13,
author = {Takafumi Kanamori and
Taiji Suzuki and
Masashi Sugiyama},
title = {Computational complexity of kernel-based density-ratio estimation:
a condition number analysis},
journal = {Mach. Learn.},
volume = {90},
number = {3},
pages = {431--460},
year = {2013},
url = {https://doi.org/10.1007/s10994-012-5323-6},
doi = {10.1007/S10994-012-5323-6},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/KanamoriSS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/NakajimaSB13,
author = {Shinichi Nakajima and
Masashi Sugiyama and
S. Derin Babacan},
title = {Variational Bayesian sparse additive matrix factorization},
journal = {Mach. Learn.},
volume = {92},
number = {2-3},
pages = {319--347},
year = {2013},
url = {https://doi.org/10.1007/s10994-013-5347-6},
doi = {10.1007/S10994-013-5347-6},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/NakajimaSB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/SuzukiS13,
author = {Taiji Suzuki and
Masashi Sugiyama},
title = {Sufficient Dimension Reduction via Squared-Loss Mutual Information
Estimation},
journal = {Neural Comput.},
volume = {25},
number = {3},
pages = {725--758},
year = {2013},
url = {https://doi.org/10.1162/NECO\_a\_00407},
doi = {10.1162/NECO\_A\_00407},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/SuzukiS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/YamadaSKHS13,
author = {Makoto Yamada and
Taiji Suzuki and
Takafumi Kanamori and
Hirotaka Hachiya and
Masashi Sugiyama},
title = {Relative Density-Ratio Estimation for Robust Distribution Comparison},
journal = {Neural Comput.},
volume = {25},
number = {5},
pages = {1324--1370},
year = {2013},
url = {https://doi.org/10.1162/NECO\_a\_00442},
doi = {10.1162/NECO\_A\_00442},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/YamadaSKHS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/ZhaoHTMS13,
author = {Tingting Zhao and
Hirotaka Hachiya and
Voot Tangkaratt and
Jun Morimoto and
Masashi Sugiyama},
title = {Efficient Sample Reuse in Policy Gradients with Parameter-Based Exploration},
journal = {Neural Comput.},
volume = {25},
number = {6},
pages = {1512--1547},
year = {2013},
url = {https://doi.org/10.1162/NECO\_a\_00452},
doi = {10.1162/NECO\_A\_00452},
timestamp = {Mon, 07 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/ZhaoHTMS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/SugiyamaKSPLT13,
author = {Masashi Sugiyama and
Takafumi Kanamori and
Taiji Suzuki and
Marthinus Christoffel du Plessis and
Song Liu and
Ichiro Takeuchi},
title = {Density-Difference Estimation},
journal = {Neural Comput.},
volume = {25},
number = {10},
pages = {2734--2775},
year = {2013},
url = {https://doi.org/10.1162/NECO\_a\_00492},
doi = {10.1162/NECO\_A\_00492},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/SugiyamaKSPLT13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/LiuYCS13,
author = {Song Liu and
Makoto Yamada and
Nigel Collier and
Masashi Sugiyama},
title = {Change-point detection in time-series data by relative density-ratio
estimation},
journal = {Neural Networks},
volume = {43},
pages = {72--83},
year = {2013},
url = {https://doi.org/10.1016/j.neunet.2013.01.012},
doi = {10.1016/J.NEUNET.2013.01.012},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/LiuYCS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bci3/Sugiyama13,
author = {Masashi Sugiyama},
title = {Divergence estimation for machine learning and signal processing},
booktitle = {International Winter Workshop on Brain-Computer Interface, {BCI} 2013,
Gangwon Province, Korea (South), February 18-20, 2013},
pages = {12--13},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/IWW-BCI.2013.6506611},
doi = {10.1109/IWW-BCI.2013.6506611},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bci3/Sugiyama13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/birthday/Sugiyama13,
author = {Masashi Sugiyama},
editor = {Bernhard Sch{\"{o}}lkopf and
Zhiyuan Luo and
Vladimir Vovk},
title = {Direct Approximation of Divergences Between Probability Distributions},
booktitle = {Empirical Inference - Festschrift in Honor of Vladimir N. Vapnik},
pages = {273--283},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-41136-6\_23},
doi = {10.1007/978-3-642-41136-6\_23},
timestamp = {Mon, 04 Apr 2022 16:00:14 +0200},
biburl = {https://dblp.org/rec/conf/birthday/Sugiyama13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NiuJDHS13,
author = {Gang Niu and
Wittawat Jitkrittum and
Bo Dai and
Hirotaka Hachiya and
Masashi Sugiyama},
title = {Squared-loss Mutual Information Regularization: {A} Novel Information-theoretic
Approach to Semi-supervised Learning},
booktitle = {Proceedings of the 30th International Conference on Machine Learning,
{ICML} 2013, Atlanta, GA, USA, 16-21 June 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {28},
pages = {10--18},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v28/niu13.html},
timestamp = {Thu, 29 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/NiuJDHS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/OgawaITS13,
author = {Kohei Ogawa and
Motoki Imamura and
Ichiro Takeuchi and
Masashi Sugiyama},
title = {Infinitesimal Annealing for Training Semi-Supervised Support Vector
Machines},
booktitle = {Proceedings of the 30th International Conference on Machine Learning,
{ICML} 2013, Atlanta, GA, USA, 16-21 June 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {28},
pages = {897--905},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v28/ogawa13a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/OgawaITS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TakeuchiHSN13,
author = {Ichiro Takeuchi and
Tatsuya Hongo and
Masashi Sugiyama and
Shinichi Nakajima},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {Parametric Task Learning},
booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual
Conference on Neural Information Processing Systems 2013. Proceedings
of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States},
pages = {1358--1366},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/53e3a7161e428b65688f14b84d61c610-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/TakeuchiHSN13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NakajimaTBST13,
author = {Shinichi Nakajima and
Akiko Takeda and
S. Derin Babacan and
Masashi Sugiyama and
Ichiro Takeuchi},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {Global Solver and Its Efficient Approximation for Variational Bayesian
Low-rank Subspace Clustering},
booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual
Conference on Neural Information Processing Systems 2013. Proceedings
of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States},
pages = {1439--1447},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/5f2c22cb4a5380af7ca75622a6426917-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/NakajimaTBST13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LiuQGS13,
author = {Song Liu and
John A. Quinn and
Michael U. Gutmann and
Masashi Sugiyama},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {Direct Learning of Sparse Changes in Markov Networks by Density Ratio
Estimation},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {8189},
pages = {596--611},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40991-2\_38},
doi = {10.1007/978-3-642-40991-2\_38},
timestamp = {Tue, 21 Mar 2023 21:00:11 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/LiuQGS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/taai/PlessisNS13,
author = {Marthinus Christoffel du Plessis and
Gang Niu and
Masashi Sugiyama},
title = {Clustering Unclustered Data: Unsupervised Binary Labeling of Two Datasets
Having Different Class Balances},
booktitle = {Conference on Technologies and Applications of Artificial Intelligence,
{TAAI} 2013, Taipei, Taiwan, December 6-8, 2013},
pages = {1--6},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/TAAI.2013.15},
doi = {10.1109/TAAI.2013.15},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/taai/PlessisNS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1301-3966,
author = {Tingting Zhao and
Hirotaka Hachiya and
Voot Tangkaratt and
Jun Morimoto and
Masashi Sugiyama},
title = {Efficient Sample Reuse in Policy Gradients with Parameter-based Exploration},
journal = {CoRR},
volume = {abs/1301.3966},
year = {2013},
url = {http://arxiv.org/abs/1301.3966},
eprinttype = {arXiv},
eprint = {1301.3966},
timestamp = {Mon, 07 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1301-3966.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1302-3700,
author = {John A. Quinn and
Masashi Sugiyama},
title = {Density Ratio Hidden Markov Models},
journal = {CoRR},
volume = {abs/1302.3700},
year = {2013},
url = {http://arxiv.org/abs/1302.3700},
eprinttype = {arXiv},
eprint = {1302.3700},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1302-3700.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1304-8020,
author = {Daniele Calandriello and
Gang Niu and
Masashi Sugiyama},
title = {Semi-Supervised Information-Maximization Clustering},
journal = {CoRR},
volume = {abs/1304.8020},
year = {2013},
url = {http://arxiv.org/abs/1304.8020},
eprinttype = {arXiv},
eprint = {1304.8020},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1304-8020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1305-0103,
author = {Marthinus Christoffel du Plessis and
Masashi Sugiyama},
title = {Clustering Unclustered Data: Unsupervised Binary Labeling of Two Datasets
Having Different Class Balances},
journal = {CoRR},
volume = {abs/1305.0103},
year = {2013},
url = {http://arxiv.org/abs/1305.0103},
eprinttype = {arXiv},
eprint = {1305.0103},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1305-0103.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MoriTZMS13,
author = {Syogo Mori and
Voot Tangkaratt and
Tingting Zhao and
Jun Morimoto and
Masashi Sugiyama},
title = {Model-Based Policy Gradients with Parameter-Based Exploration by Least-Squares
Conditional Density Estimation},
journal = {CoRR},
volume = {abs/1307.5118},
year = {2013},
url = {http://arxiv.org/abs/1307.5118},
eprinttype = {arXiv},
eprint = {1307.5118},
timestamp = {Mon, 07 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MoriTZMS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/daglib/0034862,
author = {Masashi Sugiyama and
Taiji Suzuki and
Takafumi Kanamori},
title = {Density Ratio Estimation in Machine Learning},
publisher = {Cambridge University Press},
year = {2012},
url = {http://www.cambridge.org/de/academic/subjects/computer-science/pattern-recognition-and-machine-learning/density-ratio-estimation-machine-learning?format=HB},
isbn = {978-0-521-19017-6},
timestamp = {Wed, 04 Mar 2015 00:00:00 +0100},
biburl = {https://dblp.org/rec/books/daglib/0034862.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/daglib/0034863,
author = {Masashi Sugiyama and
Motoaki Kawanabe},
title = {Machine Learning in Non-Stationary Environments - Introduction to
Covariate Shift Adaptation},
series = {Adaptive computation and machine learning},
publisher = {{MIT} Press},
year = {2012},
url = {http://mitpress.mit.edu/books/machine-learning-non-stationary-environments},
isbn = {978-0-262-01709-1},
timestamp = {Wed, 04 Mar 2015 00:00:00 +0100},
biburl = {https://dblp.org/rec/books/daglib/0034863.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieicet/KobayashiS12,
author = {Tsubasa Kobayashi and
Masashi Sugiyama},
title = {Early Stopping Heuristics in Pool-Based Incremental Active Learning
for Least-Squares Probabilistic Classifier},
journal = {{IEICE} Trans. Inf. Syst.},
volume = {95-D},
number = {8},
pages = {2065--2073},
year = {2012},
url = {https://doi.org/10.1587/transinf.E95.D.2065},
doi = {10.1587/TRANSINF.E95.D.2065},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ieicet/KobayashiS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieicet/SimmSH12,
author = {Jaak Simm and
Masashi Sugiyama and
Hirotaka Hachiya},
title = {Multi-Task Approach to Reinforcement Learning for Factored-State Markov
Decision Problems},
journal = {{IEICE} Trans. Inf. Syst.},
volume = {95-D},
number = {10},
pages = {2426--2437},
year = {2012},
url = {https://doi.org/10.1587/transinf.E95.D.2426},
doi = {10.1587/TRANSINF.E95.D.2426},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ieicet/SimmSH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieicet/SugiyamaY12,
author = {Masashi Sugiyama and
Makoto Yamada},
title = {On Kernel Parameter Selection in Hilbert-Schmidt Independence Criterion},
journal = {{IEICE} Trans. Inf. Syst.},
volume = {95-D},
number = {10},
pages = {2564--2567},
year = {2012},
url = {https://doi.org/10.1587/transinf.E95.D.2564},
doi = {10.1587/TRANSINF.E95.D.2564},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ieicet/SugiyamaY12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/HachiyaSU12,
author = {Hirotaka Hachiya and
Masashi Sugiyama and
Naonori Ueda},
title = {Importance-weighted least-squares probabilistic classifier for covariate
shift adaptation with application to human activity recognition},
journal = {Neurocomputing},
volume = {80},
pages = {93--101},
year = {2012},
url = {https://doi.org/10.1016/j.neucom.2011.09.016},
doi = {10.1016/J.NEUCOM.2011.09.016},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/HachiyaSU12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KanamoriSS12,
author = {Takafumi Kanamori and
Taiji Suzuki and
Masashi Sugiyama},
title = {Statistical analysis of kernel-based least-squares density-ratio estimation},
journal = {Mach. Learn.},
volume = {86},
number = {3},
pages = {335--367},
year = {2012},
url = {https://doi.org/10.1007/s10994-011-5266-3},
doi = {10.1007/S10994-011-5266-3},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/KanamoriSS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KarasuyamaHST12,
author = {Masayuki Karasuyama and
Naoyuki Harada and
Masashi Sugiyama and
Ichiro Takeuchi},
title = {Multi-parametric solution-path algorithm for instance-weighted support
vector machines},
journal = {Mach. Learn.},
volume = {88},
number = {3},
pages = {297--330},
year = {2012},
url = {https://doi.org/10.1007/s10994-012-5288-5},
doi = {10.1007/S10994-012-5288-5},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/KarasuyamaHST12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/ZhaoHNS12,
author = {Tingting Zhao and
Hirotaka Hachiya and
Gang Niu and
Masashi Sugiyama},
title = {Analysis and improvement of policy gradient estimation},
journal = {Neural Networks},
volume = {26},
pages = {118--129},
year = {2012},
url = {https://doi.org/10.1016/j.neunet.2011.09.005},
doi = {10.1016/J.NEUNET.2011.09.005},
timestamp = {Mon, 07 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/ZhaoHNS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/KarasuyamaS12,
author = {Masayuki Karasuyama and
Masashi Sugiyama},
title = {Canonical dependency analysis based on squared-loss mutual information},
journal = {Neural Networks},
volume = {34},
pages = {46--55},
year = {2012},
url = {https://doi.org/10.1016/j.neunet.2012.06.009},
doi = {10.1016/J.NEUNET.2012.06.009},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/KarasuyamaS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/KuriharaS12,
author = {Nozomi Kurihara and
Masashi Sugiyama},
title = {Improving importance estimation in pool-based batch active learning
for approximate linear regression},
journal = {Neural Networks},
volume = {36},
pages = {73--82},
year = {2012},
url = {https://doi.org/10.1016/j.neunet.2012.09.002},
doi = {10.1016/J.NEUNET.2012.09.002},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/KuriharaS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/KawaharaS12,
author = {Yoshinobu Kawahara and
Masashi Sugiyama},
title = {Sequential change-point detection based on direct density-ratio estimation},
journal = {Stat. Anal. Data Min.},
volume = {5},
number = {2},
pages = {114--127},
year = {2012},
url = {https://doi.org/10.1002/sam.10124},
doi = {10.1002/SAM.10124},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/KawaharaS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/SugiyamaY12,
author = {Masashi Sugiyama and
Qiang Yang},
title = {Introduction to the Special Section on the 2nd Asia Conference on
Machine Learning {(ACML} 2010)},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {3},
number = {2},
pages = {27:1},
year = {2012},
url = {https://doi.org/10.1145/2089094.2089103},
doi = {10.1145/2089094.2089103},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tist/SugiyamaY12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/KanamoriSS12,
author = {Takafumi Kanamori and
Taiji Suzuki and
Masashi Sugiyama},
title = {f-Divergence Estimation and Two-Sample Homogeneity Test Under Semiparametric
Density-Ratio Models},
journal = {{IEEE} Trans. Inf. Theory},
volume = {58},
number = {2},
pages = {708--720},
year = {2012},
url = {https://doi.org/10.1109/TIT.2011.2163380},
doi = {10.1109/TIT.2011.2163380},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tit/KanamoriSS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/NamHS12,
author = {Hyun Ha Nam and
Hirotaka Hachiya and
Masashi Sugiyama},
title = {Computationally efficient multi-label classification by least-squares
probabilistic classifier},
booktitle = {2012 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2012, Kyoto, Japan, March 25-30, 2012},
pages = {2077--2080},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ICASSP.2012.6288319},
doi = {10.1109/ICASSP.2012.6288319},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/NamHS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NiuDYS12,
author = {Gang Niu and
Bo Dai and
Makoto Yamada and
Masashi Sugiyama},
title = {Information-theoretic Semi-supervised Metric Learning via Entropy
Regularization},
booktitle = {Proceedings of the 29th International Conference on Machine Learning,
{ICML} 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012},
publisher = {icml.cc / Omnipress},
year = {2012},
url = {http://icml.cc/2012/papers/74.pdf},
timestamp = {Thu, 29 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/NiuDYS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PlessisS12,
author = {Marthinus Christoffel du Plessis and
Masashi Sugiyama},
title = {Semi-Supervised Learning of Class Balance under Class-Prior Change
by Distribution Matching},
booktitle = {Proceedings of the 29th International Conference on Machine Learning,
{ICML} 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012},
publisher = {icml.cc / Omnipress},
year = {2012},
url = {http://icml.cc/2012/papers/437.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/PlessisS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XieHS12,
author = {Ning Xie and
Hirotaka Hachiya and
Masashi Sugiyama},
title = {Artist Agent: {A} Reinforcement Learning Approach to Automatic Stroke
Generation in Oriental Ink Painting},
booktitle = {Proceedings of the 29th International Conference on Machine Learning,
{ICML} 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012},
publisher = {icml.cc / Omnipress},
year = {2012},
url = {http://icml.cc/2012/papers/101.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/XieHS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/KimuraSKS12,
author = {Akisato Kimura and
Hitoshi Sakano and
Hirokazu Kameoka and
Masashi Sugiyama},
title = {Designing various component analysis at will},
booktitle = {Proceedings of the 21st International Conference on Pattern Recognition,
{ICPR} 2012, Tsukuba, Japan, November 11-15, 2012},
pages = {2959--2962},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://ieeexplore.ieee.org/document/6460786/},
timestamp = {Tue, 10 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpr/KimuraSKS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SugiyamaKSPLT12,
author = {Masashi Sugiyama and
Takafumi Kanamori and
Taiji Suzuki and
Marthinus Christoffel du Plessis and
Song Liu and
Ichiro Takeuchi},
editor = {Peter L. Bartlett and
Fernando C. N. Pereira and
Christopher J. C. Burges and
L{\'{e}}on Bottou and
Kilian Q. Weinberger},
title = {Density-Difference Estimation},
booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual
Conference on Neural Information Processing Systems 2012. Proceedings
of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States},
pages = {692--700},
year = {2012},
url = {https://proceedings.neurips.cc/paper/2012/hash/f2fc990265c712c49d51a18a32b39f0c-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/SugiyamaKSPLT12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NakajimaTSB12,
author = {Shinichi Nakajima and
Ryota Tomioka and
Masashi Sugiyama and
S. Derin Babacan},
editor = {Peter L. Bartlett and
Fernando C. N. Pereira and
Christopher J. C. Burges and
L{\'{e}}on Bottou and
Kilian Q. Weinberger},
title = {Perfect Dimensionality Recovery by Variational Bayesian {PCA}},
booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual
Conference on Neural Information Processing Systems 2012. Proceedings
of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States},
pages = {980--988},
year = {2012},
url = {https://proceedings.neurips.cc/paper/2012/hash/26337353b7962f533d78c762373b3318-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/NakajimaTSB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sspr/LiuYCS12,
author = {Song Liu and
Makoto Yamada and
Nigel Collier and
Masashi Sugiyama},
editor = {Georgy L. Gimel'farb and
Edwin R. Hancock and
Atsushi Imiya and
Arjan Kuijper and
Mineichi Kudo and
Shinichiro Omachi and
Terry Windeatt and
Keiji Yamada},
title = {Change-Point Detection in Time-Series Data by Relative Density-Ratio
Estimation},
booktitle = {Structural, Syntactic, and Statistical Pattern Recognition - Joint
{IAPR} International Workshop, SSPR{\&}SPR 2012, Hiroshima, Japan,
November 7-9, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7626},
pages = {363--372},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-34166-3\_40},
doi = {10.1007/978-3-642-34166-3\_40},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sspr/LiuYCS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/NakajimaSB12,
author = {Shinichi Nakajima and
Masashi Sugiyama and
S. Derin Babacan},
editor = {Steven C. H. Hoi and
Wray L. Buntine},
title = {Sparse Additive Matrix Factorization for Robust {PCA} and Its Generalization},
booktitle = {Proceedings of the 4th Asian Conference on Machine Learning, {ACML}
2012, Singapore, Singapore, November 4-6, 2012},
series = {{JMLR} Proceedings},
volume = {25},
pages = {301--316},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v25/nakajima12.html},
timestamp = {Wed, 29 May 2019 08:41:47 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/NakajimaSB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/SuzukiS12,
author = {Taiji Suzuki and
Masashi Sugiyama},
editor = {Neil D. Lawrence and
Mark A. Girolami},
title = {Fast Learning Rate of Multiple Kernel Learning: Trade-Off between
Sparsity and Smoothness},
booktitle = {Proceedings of the Fifteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2012, La Palma, Canary Islands,
Spain, April 21-23, 2012},
series = {{JMLR} Proceedings},
volume = {22},
pages = {1152--1183},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v22/suzuki12.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SuzukiS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1202-0515,
author = {Makoto Yamada and
Wittawat Jitkrittum and
Leonid Sigal and
Masashi Sugiyama},
title = {High-Dimensional Feature Selection by Feature-Wise Non-Linear Lasso},
journal = {CoRR},
volume = {abs/1202.0515},
year = {2012},
url = {http://arxiv.org/abs/1202.0515},
eprinttype = {arXiv},
eprint = {1202.0515},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1202-0515.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1203-0453,
author = {Song Liu and
Makoto Yamada and
Nigel Collier and
Masashi Sugiyama},
title = {Change-Point Detection in Time-Series Data by Relative Density-Ratio
Estimation},
journal = {CoRR},
volume = {abs/1203.0453},
year = {2012},
url = {http://arxiv.org/abs/1203.0453},
eprinttype = {arXiv},
eprint = {1203.0453},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1203-0453.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1203-3497,
author = {Tetsuro Morimura and
Masashi Sugiyama and
Hisashi Kashima and
Hirotaka Hachiya and
Toshiyuki Tanaka},
title = {Parametric Return Density Estimation for Reinforcement Learning},
journal = {CoRR},
volume = {abs/1203.3497},
year = {2012},
url = {http://arxiv.org/abs/1203.3497},
eprinttype = {arXiv},
eprint = {1203.3497},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1203-3497.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1206-4116,
author = {Makoto Yamada and
Leonid Sigal and
Michalis Raptis and
Masashi Sugiyama},
title = {Dependence Maximizing Temporal Alignment via Squared-Loss Mutual Information},
journal = {CoRR},
volume = {abs/1206.4116},
year = {2012},
url = {http://arxiv.org/abs/1206.4116},
eprinttype = {arXiv},
eprint = {1206.4116},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1206-4116.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1206-4614,
author = {Gang Niu and
Bo Dai and
Makoto Yamada and
Masashi Sugiyama},
title = {Information-theoretic Semi-supervised Metric Learning via Entropy
Regularization},
journal = {CoRR},
volume = {abs/1206.4614},
year = {2012},
url = {http://arxiv.org/abs/1206.4614},
eprinttype = {arXiv},
eprint = {1206.4614},
timestamp = {Thu, 29 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1206-4614.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1206-4634,
author = {Ning Xie and
Hirotaka Hachiya and
Masashi Sugiyama},
title = {Artist Agent: {A} Reinforcement Learning Approach to Automatic Stroke
Generation in Oriental Ink Painting},
journal = {CoRR},
volume = {abs/1206.4634},
year = {2012},
url = {http://arxiv.org/abs/1206.4634},
eprinttype = {arXiv},
eprint = {1206.4634},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1206-4634.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1206-4677,
author = {Marthinus Christoffel du Plessis and
Masashi Sugiyama},
title = {Semi-Supervised Learning of Class Balance under Class-Prior Change
by Distribution Matching},
journal = {CoRR},
volume = {abs/1206.4677},
year = {2012},
url = {http://arxiv.org/abs/1206.4677},
eprinttype = {arXiv},
eprint = {1206.4677},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1206-4677.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1207-0099,
author = {Masashi Sugiyama and
Takafumi Kanamori and
Taiji Suzuki and
Marthinus Christoffel du Plessis and
Song Liu and
Ichiro Takeuchi},
title = {Density-Difference Estimation},
journal = {CoRR},
volume = {abs/1207.0099},
year = {2012},
url = {http://arxiv.org/abs/1207.0099},
eprinttype = {arXiv},
eprint = {1207.0099},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1207-0099.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1207-3554,
author = {Akisato Kimura and
Masashi Sugiyama and
Hitoshi Sakano and
Hirokazu Kameoka},
title = {Designing various component analysis at will},
journal = {CoRR},
volume = {abs/1207.3554},
year = {2012},
url = {http://arxiv.org/abs/1207.3554},
eprinttype = {arXiv},
eprint = {1207.3554},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1207-3554.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1210-1960,
author = {Wittawat Jitkrittum and
Hirotaka Hachiya and
Masashi Sugiyama},
title = {Feature Selection via L1-Penalized Squared-Loss Mutual Information},
journal = {CoRR},
volume = {abs/1210.1960},
year = {2012},
url = {http://arxiv.org/abs/1210.1960},
eprinttype = {arXiv},
eprint = {1210.1960},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1210-1960.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieicet/UekiSI11,
author = {Kazuya Ueki and
Masashi Sugiyama and
Yasuyuki Ihara},
title = {Lighting Condition Adaptation for Perceived Age Estimation},
journal = {{IEICE} Trans. Inf. Syst.},
volume = {94-D},
number = {2},
pages = {392--395},
year = {2011},
url = {https://doi.org/10.1587/transinf.E94.D.392},
doi = {10.1587/TRANSINF.E94.D.392},
timestamp = {Sat, 11 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ieicet/UekiSI11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieicet/SugiyamaS11,
author = {Masashi Sugiyama and
Taiji Suzuki},
title = {Least-Squares Independence Test},
journal = {{IEICE} Trans. Inf. Syst.},
volume = {94-D},
number = {6},
pages = {1333--1336},
year = {2011},
url = {https://doi.org/10.1587/transinf.E94.D.1333},
doi = {10.1587/TRANSINF.E94.D.1333},
timestamp = {Sat, 11 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ieicet/SugiyamaS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieicet/YamadaSWS11,
author = {Makoto Yamada and
Masashi Sugiyama and
Gordon Wichern and
Jaak Simm},
title = {Improving the Accuracy of Least-Squares Probabilistic Classifiers},
journal = {{IEICE} Trans. Inf. Syst.},
volume = {94-D},
number = {6},
pages = {1337--1340},
year = {2011},
url = {https://doi.org/10.1587/transinf.E94.D.1337},
doi = {10.1587/TRANSINF.E94.D.1337},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ieicet/YamadaSWS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieicet/Sugiyama11,
author = {Masashi Sugiyama},
title = {Foreword},
journal = {{IEICE} Trans. Inf. Syst.},
volume = {94-D},
number = {10},
pages = {1845},
year = {2011},
url = {https://doi.org/10.1587/transinf.E94.D.1845},
doi = {10.1587/TRANSINF.E94.D.1845},
timestamp = {Sat, 11 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ieicet/Sugiyama11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ipsjtcva/SimmSK11,
author = {Jaak Simm and
Masashi Sugiyama and
Tsuyoshi Kato},
title = {Computationally Efficient Multi-task Learning with Least-squares Probabilistic
Classifiers},
journal = {{IPSJ} Trans. Comput. Vis. Appl.},
volume = {3},
pages = {1--8},
year = {2011},
url = {https://doi.org/10.2197/ipsjtcva.3.1},
doi = {10.2197/IPSJTCVA.3.1},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ipsjtcva/SimmSK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jaciii/KimuraS11,
author = {Manabu Kimura and
Masashi Sugiyama},
title = {Dependence-Maximization Clustering with Least-Squares Mutual Information},
journal = {J. Adv. Comput. Intell. Intell. Informatics},
volume = {15},
number = {7},
pages = {800--805},
year = {2011},
url = {https://doi.org/10.20965/jaciii.2011.p0800},
doi = {10.20965/JACIII.2011.P0800},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jaciii/KimuraS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/TomiokaSS11,
author = {Ryota Tomioka and
Taiji Suzuki and
Masashi Sugiyama},
title = {Super-Linear Convergence of Dual Augmented Lagrangian Algorithm for
Sparsity Regularized Estimation},
journal = {J. Mach. Learn. Res.},
volume = {12},
pages = {1537--1586},
year = {2011},
url = {https://dl.acm.org/doi/10.5555/1953048.2021050},
doi = {10.5555/1953048.2021050},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/TomiokaSS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/WangSJYZF11,
author = {Liwei Wang and
Masashi Sugiyama and
Zhaoxiang Jing and
Cheng Yang and
Zhi{-}Hua Zhou and
Jufu Feng},
title = {A Refined Margin Analysis for Boosting Algorithms via Equilibrium
Margin},
journal = {J. Mach. Learn. Res.},
volume = {12},
pages = {1835--1863},
year = {2011},
url = {https://dl.acm.org/doi/10.5555/1953048.2021058},
doi = {10.5555/1953048.2021058},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/WangSJYZF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/NakajimaS11,
author = {Shinichi Nakajima and
Masashi Sugiyama},
title = {Theoretical Analysis of Bayesian Matrix Factorization},
journal = {J. Mach. Learn. Res.},
volume = {12},
pages = {2583--2648},
year = {2011},
url = {https://dl.acm.org/doi/10.5555/1953048.2078189},
doi = {10.5555/1953048.2078189},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/NakajimaS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/HidoTKSK11,
author = {Shohei Hido and
Yuta Tsuboi and
Hisashi Kashima and
Masashi Sugiyama and
Takafumi Kanamori},
title = {Statistical outlier detection using direct density ratio estimation},
journal = {Knowl. Inf. Syst.},
volume = {26},
number = {2},
pages = {309--336},
year = {2011},
url = {https://doi.org/10.1007/s10115-010-0283-2},
doi = {10.1007/S10115-010-0283-2},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/HidoTKSK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/SuzukiS11,
author = {Taiji Suzuki and
Masashi Sugiyama},
title = {Least-Squares Independent Component Analysis},
journal = {Neural Comput.},
volume = {23},
number = {1},
pages = {284--301},
year = {2011},
url = {https://doi.org/10.1162/NECO\_a\_00062},
doi = {10.1162/NECO\_A\_00062},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/SuzukiS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/HachiyaPS11,
author = {Hirotaka Hachiya and
Jan Peters and
Masashi Sugiyama},
title = {Reward-Weighted Regression with Sample Reuse for Direct Policy Search
in Reinforcement Learning},
journal = {Neural Comput.},
volume = {23},
number = {11},
pages = {2798--2832},
year = {2011},
url = {https://doi.org/10.1162/NECO\_a\_00199},
doi = {10.1162/NECO\_A\_00199},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/HachiyaPS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/SugiyamaYBSKK11,
author = {Masashi Sugiyama and
Makoto Yamada and
Paul von B{\"{u}}nau and
Taiji Suzuki and
Takafumi Kanamori and
Motoaki Kawanabe},
title = {Direct density-ratio estimation with dimensionality reduction via
least-squares hetero-distributional subspace search},
journal = {Neural Networks},
volume = {24},
number = {2},
pages = {183--198},
year = {2011},
url = {https://doi.org/10.1016/j.neunet.2010.10.005},
doi = {10.1016/J.NEUNET.2010.10.005},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/SugiyamaYBSKK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/SugiyamaSIKK11,
author = {Masashi Sugiyama and
Taiji Suzuki and
Yuta Itoh and
Takafumi Kanamori and
Manabu Kimura},
title = {Least-squares two-sample test},
journal = {Neural Networks},
volume = {24},
number = {7},
pages = {735--751},
year = {2011},
url = {https://doi.org/10.1016/j.neunet.2011.04.003},
doi = {10.1016/J.NEUNET.2011.04.003},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/SugiyamaSIKK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/IdeS11,
author = {Tsuyoshi Id{\'{e}} and
Masashi Sugiyama},
editor = {Wolfram Burgard and
Dan Roth},
title = {Trajectory Regression on Road Networks},
booktitle = {Proceedings of the Twenty-Fifth {AAAI} Conference on Artificial Intelligence,
{AAAI} 2011, San Francisco, California, USA, August 7-11, 2011},
pages = {203--208},
publisher = {{AAAI} Press},
year = {2011},
url = {https://doi.org/10.1609/aaai.v25i1.7855},
doi = {10.1609/AAAI.V25I1.7855},
timestamp = {Mon, 04 Sep 2023 16:05:54 +0200},
biburl = {https://dblp.org/rec/conf/aaai/IdeS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/YamadaS11,
author = {Makoto Yamada and
Masashi Sugiyama},
editor = {Wolfram Burgard and
Dan Roth},
title = {Direct Density-Ratio Estimation with Dimensionality Reduction via
Hetero-Distributional Subspace Analysis},
booktitle = {Proceedings of the Twenty-Fifth {AAAI} Conference on Artificial Intelligence,
{AAAI} 2011, San Francisco, California, USA, August 7-11, 2011},
pages = {549--554},
publisher = {{AAAI} Press},
year = {2011},
url = {https://doi.org/10.1609/aaai.v25i1.7905},
doi = {10.1609/AAAI.V25I1.7905},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/YamadaS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acpr/UekiSIF11,
author = {Kazuya Ueki and
Masashi Sugiyama and
Yasuyuki Ihara and
Mitsuhiro Fujita},
title = {Multi-race age estimation based on the combination of multiple classifiers},
booktitle = {First Asian Conference on Pattern Recognition, {ACPR} 2011, Beijing,
China, 28-28 November, 2011},
pages = {633--637},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ACPR.2011.6166681},
doi = {10.1109/ACPR.2011.6166681},
timestamp = {Wed, 16 Oct 2019 14:14:56 +0200},
biburl = {https://dblp.org/rec/conf/acpr/UekiSIF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/TakagiOKSYK11,
author = {Jun Takagi and
Yasunori Ohishi and
Akisato Kimura and
Masashi Sugiyama and
Makoto Yamada and
Hirokazu Kameoka},
title = {Automatic audio tag classification via semi-supervised canonical density
estimation},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2011, May 22-27, 2011, Prague Congress
Center, Prague, Czech Republic},
pages = {2232--2235},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ICASSP.2011.5946925},
doi = {10.1109/ICASSP.2011.5946925},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/TakagiOKSYK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccvw/MatsuguYS11,
author = {Masakazu Matsugu and
Masao Yamanaka and
Masashi Sugiyama},
title = {Detection of activities and events without explicit categorization},
booktitle = {{IEEE} International Conference on Computer Vision Workshops, {ICCV}
2011 Workshops, Barcelona, Spain, November 6-13, 2011},
pages = {1532--1539},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICCVW.2011.6130432},
doi = {10.1109/ICCVW.2011.6130432},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccvw/MatsuguYS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SugiyamaYKH11,
author = {Masashi Sugiyama and
Makoto Yamada and
Manabu Kimura and
Hirotaka Hachiya},
editor = {Lise Getoor and
Tobias Scheffer},
title = {On Information-Maximization Clustering: Tuning Parameter Selection
and Analytic Solution},
booktitle = {Proceedings of the 28th International Conference on Machine Learning,
{ICML} 2011, Bellevue, Washington, USA, June 28 - July 2, 2011},
pages = {65--72},
publisher = {Omnipress},
year = {2011},
url = {https://icml.cc/2011/papers/61\_icmlpaper.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SugiyamaYKH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NakajimaSB11,
author = {Shinichi Nakajima and
Masashi Sugiyama and
S. Derin Babacan},
editor = {Lise Getoor and
Tobias Scheffer},
title = {On Bayesian {PCA:} Automatic Dimensionality Selection and Analytic
Solution},
booktitle = {Proceedings of the 28th International Conference on Machine Learning,
{ICML} 2011, Bellevue, Washington, USA, June 28 - July 2, 2011},
pages = {497--504},
publisher = {Omnipress},
year = {2011},
url = {https://icml.cc/2011/papers/337\_icmlpaper.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/NakajimaSB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/KarasuyamaHST11,
author = {Masayuki Karasuyama and
Naoyuki Harada and
Masashi Sugiyama and
Ichiro Takeuchi},
title = {Multi-parametric solution-path algorithm for instance-weighted support
vector machines},
booktitle = {2011 {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2011, Beijing, China, September 18-21, 2011},
pages = {1--6},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/MLSP.2011.6064551},
doi = {10.1109/MLSP.2011.6064551},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlsp/KarasuyamaHST11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NakajimaSB11,
author = {Shinichi Nakajima and
Masashi Sugiyama and
S. Derin Babacan},
editor = {John Shawe{-}Taylor and
Richard S. Zemel and
Peter L. Bartlett and
Fernando C. N. Pereira and
Kilian Q. Weinberger},
title = {Global Solution of Fully-Observed Variational Bayesian Matrix Factorization
is Column-Wise Independent},
booktitle = {Advances in Neural Information Processing Systems 24: 25th Annual
Conference on Neural Information Processing Systems 2011. Proceedings
of a meeting held 12-14 December 2011, Granada, Spain},
pages = {208--216},
year = {2011},
url = {https://proceedings.neurips.cc/paper/2011/hash/b73ce398c39f506af761d2277d853a92-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/NakajimaSB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhaoHNS11,
author = {Tingting Zhao and
Hirotaka Hachiya and
Gang Niu and
Masashi Sugiyama},
editor = {John Shawe{-}Taylor and
Richard S. Zemel and
Peter L. Bartlett and
Fernando C. N. Pereira and
Kilian Q. Weinberger},
title = {Analysis and Improvement of Policy Gradient Estimation},
booktitle = {Advances in Neural Information Processing Systems 24: 25th Annual
Conference on Neural Information Processing Systems 2011. Proceedings
of a meeting held 12-14 December 2011, Granada, Spain},
pages = {262--270},
year = {2011},
url = {https://proceedings.neurips.cc/paper/2011/hash/85d8ce590ad8981ca2c8286f79f59954-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ZhaoHNS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TakeuchiS11,
author = {Ichiro Takeuchi and
Masashi Sugiyama},
editor = {John Shawe{-}Taylor and
Richard S. Zemel and
Peter L. Bartlett and
Fernando C. N. Pereira and
Kilian Q. Weinberger},
title = {Target Neighbor Consistent Feature Weighting for Nearest Neighbor
Classification},
booktitle = {Advances in Neural Information Processing Systems 24: 25th Annual
Conference on Neural Information Processing Systems 2011. Proceedings
of a meeting held 12-14 December 2011, Granada, Spain},
pages = {576--584},
year = {2011},
url = {https://proceedings.neurips.cc/paper/2011/hash/f73b76ce8949fe29bf2a537cfa420e8f-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/TakeuchiS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YamadaSKHS11,
author = {Makoto Yamada and
Taiji Suzuki and
Takafumi Kanamori and
Hirotaka Hachiya and
Masashi Sugiyama},
editor = {John Shawe{-}Taylor and
Richard S. Zemel and
Peter L. Bartlett and
Fernando C. N. Pereira and
Kilian Q. Weinberger},
title = {Relative Density-Ratio Estimation for Robust Distribution Comparison},
booktitle = {Advances in Neural Information Processing Systems 24: 25th Annual
Conference on Neural Information Processing Systems 2011. Proceedings
of a meeting held 12-14 December 2011, Granada, Spain},
pages = {594--602},
year = {2011},
url = {https://proceedings.neurips.cc/paper/2011/hash/d1f255a373a3cef72e03aa9d980c7eca-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YamadaSKHS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/YamadaNTS11,
author = {Makoto Yamada and
Gang Niu and
Jun Takagi and
Masashi Sugiyama},
editor = {Chun{-}Nan Hsu and
Wee Sun Lee},
title = {Suffcient Component Analysis},
booktitle = {Proceedings of the 3rd Asian Conference on Machine Learning, {ACML}
2011, Taoyuan, Taiwan, November 13-15, 2011},
series = {{JMLR} Proceedings},
volume = {20},
pages = {247--262},
publisher = {JMLR.org},
year = {2011},
url = {http://proceedings.mlr.press/v20/yamada11/yamada11.pdf},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/YamadaNTS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/NiuDSS11,
author = {Gang Niu and
Bo Dai and
Lin Shang and
Masashi Sugiyama},
editor = {Geoffrey J. Gordon and
David B. Dunson and
Miroslav Dud{\'{\i}}k},
title = {Maximum Volume Clustering},
booktitle = {Proceedings of the Fourteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2011, Fort Lauderdale, USA,
April 11-13, 2011},
series = {{JMLR} Proceedings},
volume = {15},
pages = {561--569},
publisher = {JMLR.org},
year = {2011},
url = {http://proceedings.mlr.press/v15/niu11b/niu11b.pdf},
timestamp = {Thu, 29 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/NiuDSS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/YamadaS11,
author = {Makoto Yamada and
Masashi Sugiyama},
editor = {Geoffrey J. Gordon and
David B. Dunson and
Miroslav Dud{\'{\i}}k},
title = {Cross-Domain Object Matching with Model Selection},
booktitle = {Proceedings of the Fourteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2011, Fort Lauderdale, USA,
April 11-13, 2011},
series = {{JMLR} Proceedings},
volume = {15},
pages = {807--815},
publisher = {JMLR.org},
year = {2011},
url = {http://proceedings.mlr.press/v15/yamada11a/yamada11a.pdf},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/YamadaS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/rsh/RubensKS11,
author = {Neil Rubens and
Dain Kaplan and
Masashi Sugiyama},
editor = {Francesco Ricci and
Lior Rokach and
Bracha Shapira and
Paul B. Kantor},
title = {Active Learning in Recommender Systems},
booktitle = {Recommender Systems Handbook},
pages = {735--767},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-0-387-85820-3\_23},
doi = {10.1007/978-0-387-85820-3\_23},
timestamp = {Mon, 16 Sep 2019 15:22:30 +0200},
biburl = {https://dblp.org/rec/reference/rsh/RubensKS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieicet/SugiyamaTSKHO10,
author = {Masashi Sugiyama and
Ichiro Takeuchi and
Taiji Suzuki and
Takafumi Kanamori and
Hirotaka Hachiya and
Daisuke Okanohara},
title = {Least-Squares Conditional Density Estimation},
journal = {{IEICE} Trans. Inf. Syst.},
volume = {93-D},
number = {3},
pages = {583--594},
year = {2010},
url = {https://doi.org/10.1587/transinf.E93.D.583},
doi = {10.1587/TRANSINF.E93.D.583},
timestamp = {Sat, 11 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ieicet/SugiyamaTSKHO10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieicet/KanamoriSS10,
author = {Takafumi Kanamori and
Taiji Suzuki and
Masashi Sugiyama},
title = {Theoretical Analysis of Density Ratio Estimation},
journal = {{IEICE} Trans. Fundam. Electron. Commun. Comput. Sci.},
volume = {93-A},
number = {4},
pages = {787--798},
year = {2010},
url = {https://doi.org/10.1587/transfun.E93.A.787},
doi = {10.1587/TRANSFUN.E93.A.787},
timestamp = {Sat, 11 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ieicet/KanamoriSS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieicet/ShimizuSN10,
author = {Nobuyuki Shimizu and
Masashi Sugiyama and
Hiroshi Nakagawa},
title = {Spectral Methods for Thesaurus Construction},
journal = {{IEICE} Trans. Inf. Syst.},
volume = {93-D},
number = {6},
pages = {1378--1385},
year = {2010},
url = {https://doi.org/10.1587/transinf.E93.D.1378},
doi = {10.1587/TRANSINF.E93.D.1378},
timestamp = {Sat, 11 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ieicet/ShimizuSN10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieicet/SugiyamaHKM10,
author = {Masashi Sugiyama and
Hirotaka Hachiya and
Hisashi Kashima and
Tetsuro Morimura},
title = {Least Absolute Policy Iteration-A Robust Approach to Value Function
Approximation},
journal = {{IEICE} Trans. Inf. Syst.},
volume = {93-D},
number = {9},
pages = {2555--2565},
year = {2010},
url = {https://doi.org/10.1587/transinf.E93.D.2555},
doi = {10.1587/TRANSINF.E93.D.2555},
timestamp = {Sat, 11 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ieicet/SugiyamaHKM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieicet/Sugiyama10,
author = {Masashi Sugiyama},
title = {Foreword},
journal = {{IEICE} Trans. Inf. Syst.},
volume = {93-D},
number = {10},
pages = {2671},
year = {2010},
url = {https://doi.org/10.1587/transinf.E93.D.2671},
doi = {10.1587/TRANSINF.E93.D.2671},
timestamp = {Sat, 11 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ieicet/Sugiyama10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieicet/Sugiyama10a,
author = {Masashi Sugiyama},
title = {Superfast-Trainable Multi-Class Probabilistic Classifier by Least-Squares
Posterior Fitting},
journal = {{IEICE} Trans. Inf. Syst.},
volume = {93-D},
number = {10},
pages = {2690--2701},
year = {2010},
url = {https://doi.org/10.1587/transinf.E93.D.2690},
doi = {10.1587/TRANSINF.E93.D.2690},
timestamp = {Sat, 11 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ieicet/Sugiyama10a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieicet/YamadaSWS10,
author = {Makoto Yamada and
Masashi Sugiyama and
Gordon Wichern and
Jaak Simm},
title = {Direct Importance Estimation with a Mixture of Probabilistic Principal
Component Analyzers},
journal = {{IEICE} Trans. Inf. Syst.},
volume = {93-D},
number = {10},
pages = {2846--2849},
year = {2010},
url = {https://doi.org/10.1587/transinf.E93.D.2846},
doi = {10.1587/TRANSINF.E93.D.2846},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ieicet/YamadaSWS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieicet/UekiSI10,
author = {Kazuya Ueki and
Masashi Sugiyama and
Yasuyuki Ihara},
title = {A Semi-Supervised Approach to Perceived Age Prediction from Face Images},
journal = {{IEICE} Trans. Inf. Syst.},
volume = {93-D},
number = {10},
pages = {2875--2878},
year = {2010},
url = {https://doi.org/10.1587/transinf.E93.D.2875},
doi = {10.1587/TRANSINF.E93.D.2875},
timestamp = {Sat, 11 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ieicet/UekiSI10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijkdb/KatoOKS10,
author = {Tsuyoshi Kato and
Kinya Okada and
Hisashi Kashima and
Masashi Sugiyama},
title = {A Transfer Learning Approach and Selective Integration of Multiple
Types of Assays for Biological Network Inference},
journal = {Int. J. Knowl. Discov. Bioinform.},
volume = {1},
number = {1},
pages = {66--80},
year = {2010},
url = {https://doi.org/10.4018/jkdb.2010100205},
doi = {10.4018/JKDB.2010100205},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijkdb/KatoOKS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SugiyamaINS10,
author = {Masashi Sugiyama and
Tsuyoshi Id{\'{e}} and
Shinichi Nakajima and
Jun Sese},
title = {Semi-supervised local Fisher discriminant analysis for dimensionality
reduction},
journal = {Mach. Learn.},
volume = {78},
number = {1-2},
pages = {35--61},
year = {2010},
url = {https://doi.org/10.1007/s10994-009-5125-7},
doi = {10.1007/S10994-009-5125-7},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/SugiyamaINS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/SugiyamaKC10,
author = {Masashi Sugiyama and
Motoaki Kawanabe and
Pui Ling Chui},
title = {Dimensionality reduction for density ratio estimation in high-dimensional
spaces},
journal = {Neural Networks},
volume = {23},
number = {1},
pages = {44--59},
year = {2010},
url = {https://doi.org/10.1016/j.neunet.2009.07.007},
doi = {10.1016/J.NEUNET.2009.07.007},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/SugiyamaKC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/AkiyamaHS10,
author = {Takayuki Akiyama and
Hirotaka Hachiya and
Masashi Sugiyama},
title = {Efficient exploration through active learning for value function approximation
in reinforcement learning},
journal = {Neural Networks},
volume = {23},
number = {5},
pages = {639--648},
year = {2010},
url = {https://doi.org/10.1016/j.neunet.2009.12.010},
doi = {10.1016/J.NEUNET.2009.12.010},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/AkiyamaHS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigpro/YamadaSM10,
author = {Makoto Yamada and
Masashi Sugiyama and
Tomoko Matsui},
title = {Semi-supervised speaker identification under covariate shift},
journal = {Signal Process.},
volume = {90},
number = {8},
pages = {2353--2361},
year = {2010},
url = {https://doi.org/10.1016/j.sigpro.2009.06.001},
doi = {10.1016/J.SIGPRO.2009.06.001},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigpro/YamadaSM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbe/LiKKS10,
author = {Yan Li and
Hiroyuki Kambara and
Yasuharu Koike and
Masashi Sugiyama},
title = {Application of Covariate Shift Adaptation Techniques in Brain-Computer
Interfaces},
journal = {{IEEE} Trans. Biomed. Eng.},
volume = {57},
number = {6},
pages = {1318--1324},
year = {2010},
url = {https://doi.org/10.1109/TBME.2009.2039997},
doi = {10.1109/TBME.2009.2039997},
timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbe/LiKKS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/KatoKSA10,
author = {Tsuyoshi Kato and
Hisashi Kashima and
Masashi Sugiyama and
Kiyoshi Asai},
title = {Conic Programming for Multitask Learning},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {22},
number = {7},
pages = {957--968},
year = {2010},
url = {https://doi.org/10.1109/TKDE.2009.142},
doi = {10.1109/TKDE.2009.142},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/KatoKSA10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/YamadaS10,
author = {Makoto Yamada and
Masashi Sugiyama},
editor = {Maria Fox and
David Poole},
title = {Dependence Minimizing Regression with Model Selection for Non-Linear
Causal Inference under Non-Gaussian Noise},
booktitle = {Proceedings of the Twenty-Fourth {AAAI} Conference on Artificial Intelligence,
{AAAI} 2010, Atlanta, Georgia, USA, July 11-15, 2010},
pages = {643--648},
publisher = {{AAAI} Press},
year = {2010},
url = {https://doi.org/10.1609/aaai.v24i1.7655},
doi = {10.1609/AAAI.V24I1.7655},
timestamp = {Mon, 04 Sep 2023 16:23:45 +0200},
biburl = {https://dblp.org/rec/conf/aaai/YamadaS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/WichernYTSS10,
author = {Gordon Wichern and
Makoto Yamada and
Harvey D. Thornburg and
Masashi Sugiyama and
Andreas Spanias},
title = {Automatic audio tagging using covariate shift adaptation},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2010, 14-19 March 2010, Sheraton Dallas
Hotel, Dallas, Texas, {USA}},
pages = {253--256},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ICASSP.2010.5495973},
doi = {10.1109/ICASSP.2010.5495973},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/WichernYTSS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/YamadaSWM10,
author = {Makoto Yamada and
Masashi Sugiyama and
Gordon Wichern and
Tomoko Matsui},
title = {Acceleration of sequence kernel computation for real-time speaker
identification},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2010, 14-19 March 2010, Sheraton Dallas
Hotel, Dallas, Texas, {USA}},
pages = {1626--1629},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ICASSP.2010.5495542},
doi = {10.1109/ICASSP.2010.5495542},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/YamadaSWM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/YamadaSW10,
author = {Makoto Yamada and
Masashi Sugiyama and
Gordon Wichern},
title = {Direct importance estimation with probabilistic principal component
analyzers},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2010, 14-19 March 2010, Sheraton Dallas
Hotel, Dallas, Texas, {USA}},
pages = {1962--1965},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ICASSP.2010.5495290},
doi = {10.1109/ICASSP.2010.5495290},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/YamadaSW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MorimuraSKHT10,
author = {Tetsuro Morimura and
Masashi Sugiyama and
Hisashi Kashima and
Hirotaka Hachiya and
Toshiyuki Tanaka},
editor = {Johannes F{\"{u}}rnkranz and
Thorsten Joachims},
title = {Nonparametric Return Distribution Approximation for Reinforcement
Learning},
booktitle = {Proceedings of the 27th International Conference on Machine Learning
(ICML-10), June 21-24, 2010, Haifa, Israel},
pages = {799--806},
publisher = {Omnipress},
year = {2010},
url = {https://icml.cc/Conferences/2010/papers/652.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MorimuraSKHT10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NakajimaS10,
author = {Shinichi Nakajima and
Masashi Sugiyama},
editor = {Johannes F{\"{u}}rnkranz and
Thorsten Joachims},
title = {Implicit Regularization in Variational Bayesian Matrix Factorization},
booktitle = {Proceedings of the 27th International Conference on Machine Learning
(ICML-10), June 21-24, 2010, Haifa, Israel},
pages = {815--822},
publisher = {Omnipress},
year = {2010},
url = {https://icml.cc/Conferences/2010/papers/518.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/NakajimaS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TomiokaSSK10,
author = {Ryota Tomioka and
Taiji Suzuki and
Masashi Sugiyama and
Hisashi Kashima},
editor = {Johannes F{\"{u}}rnkranz and
Thorsten Joachims},
title = {A Fast Augmented Lagrangian Algorithm for Learning Low-Rank Matrices},
booktitle = {Proceedings of the 27th International Conference on Machine Learning
(ICML-10), June 21-24, 2010, Haifa, Israel},
pages = {1087--1094},
publisher = {Omnipress},
year = {2010},
url = {https://icml.cc/Conferences/2010/papers/556.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TomiokaSSK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/KimuraKSNMSI10,
author = {Akisato Kimura and
Hirokazu Kameoka and
Masashi Sugiyama and
Takuho Nakano and
Eisaku Maeda and
Hitoshi Sakano and
Katsuhiko Ishiguro},
title = {SemiCCA: Efficient Semi-supervised Learning of Canonical Correlations},
booktitle = {20th International Conference on Pattern Recognition, {ICPR} 2010,
Istanbul, Turkey, 23-26 August 2010},
pages = {2933--2936},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICPR.2010.719},
doi = {10.1109/ICPR.2010.719},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/KimuraKSNMSI10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/UekiSI10,
author = {Kazuya Ueki and
Masashi Sugiyama and
Yasuyuki Ihara},
title = {Perceived Age Estimation under Lighting Condition Change by Covariate
Shift Adaptation},
booktitle = {20th International Conference on Pattern Recognition, {ICPR} 2010,
Istanbul, Turkey, 23-26 August 2010},
pages = {3400--3403},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICPR.2010.830},
doi = {10.1109/ICPR.2010.830},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/UekiSI10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NakajimaST10,
author = {Shinichi Nakajima and
Masashi Sugiyama and
Ryota Tomioka},
editor = {John D. Lafferty and
Christopher K. I. Williams and
John Shawe{-}Taylor and
Richard S. Zemel and
Aron Culotta},
title = {Global Analytic Solution for Variational Bayesian Matrix Factorization},
booktitle = {Advances in Neural Information Processing Systems 23: 24th Annual
Conference on Neural Information Processing Systems 2010. Proceedings
of a meeting held 6-9 December 2010, Vancouver, British Columbia,
Canada},
pages = {1768--1776},
publisher = {Curran Associates, Inc.},
year = {2010},
url = {https://proceedings.neurips.cc/paper/2010/hash/818f4654ed39a1c147d1e51a00ffb4cb-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/NakajimaST10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HachiyaS10,
author = {Hirotaka Hachiya and
Masashi Sugiyama},
editor = {Jos{\'{e}} L. Balc{\'{a}}zar and
Francesco Bonchi and
Aristides Gionis and
Mich{\`{e}}le Sebag},
title = {Feature Selection for Reinforcement Learning: Evaluating Implicit
State-Reward Dependency via Conditional Mutual Information},
booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference,
{ECML} {PKDD} 2010, Barcelona, Spain, September 20-24, 2010, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {6321},
pages = {474--489},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15880-3\_36},
doi = {10.1007/978-3-642-15880-3\_36},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/HachiyaS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SugiyamaHBSKK10,
author = {Masashi Sugiyama and
Satoshi Hara and
Paul von B{\"{u}}nau and
Taiji Suzuki and
Takafumi Kanamori and
Motoaki Kawanabe},
title = {Direct Density Ratio Estimation with Dimensionality Reduction},
booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2010, April 29 - May 1, 2010, Columbus, Ohio, {USA}},
pages = {595--606},
publisher = {{SIAM}},
year = {2010},
url = {https://doi.org/10.1137/1.9781611972801.52},
doi = {10.1137/1.9781611972801.52},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/SugiyamaHBSKK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/MorimuraSKHT10,
author = {Tetsuro Morimura and
Masashi Sugiyama and
Hisashi Kashima and
Hirotaka Hachiya and
Toshiyuki Tanaka},
editor = {Peter Gr{\"{u}}nwald and
Peter Spirtes},
title = {Parametric Return Density Estimation for Reinforcement Learning},
booktitle = {{UAI} 2010, Proceedings of the Twenty-Sixth Conference on Uncertainty
in Artificial Intelligence, Catalina Island, CA, USA, July 8-11, 2010},
pages = {368--375},
publisher = {{AUAI} Press},
year = {2010},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2107\&\#38;proceeding\_id=26},
timestamp = {Wed, 03 Feb 2021 11:09:25 +0100},
biburl = {https://dblp.org/rec/conf/uai/MorimuraSKHT10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/visapp/UekiSI10,
author = {Kazuya Ueki and
Masashi Sugiyama and
Yasuyuki Ihara},
editor = {Paul Richard and
Jos{\'{e}} Braz},
title = {Semi-supervised Estimation of Perceived Age from Face Images},
booktitle = {{VISAPP} 2010 - Proceedings of the Fifth International Conference
on Computer Vision Theory and Applications, Angers, France, May 17-21,
2010 - Volume 2},
pages = {319--324},
publisher = {{INSTICC} Press},
year = {2010},
timestamp = {Tue, 29 Nov 2011 21:55:16 +0100},
biburl = {https://dblp.org/rec/conf/visapp/UekiSI10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/TabeiUST10,
author = {Yasuo Tabei and
Takeaki Uno and
Masashi Sugiyama and
Koji Tsuda},
editor = {Masashi Sugiyama and
Qiang Yang},
title = {Single versus Multiple Sorting in All Pairs Similarity Search},
booktitle = {Proceedings of the 2nd Asian Conference on Machine Learning, {ACML}
2010, Tokyo, Japan, November 8-10, 2010},
series = {{JMLR} Proceedings},
volume = {13},
pages = {145--160},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v13/tabei10a.html},
timestamp = {Wed, 29 May 2019 08:41:47 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/TabeiUST10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/SugiyamaTSKHO10,
author = {Masashi Sugiyama and
Ichiro Takeuchi and
Taiji Suzuki and
Takafumi Kanamori and
Hirotaka Hachiya and
Daisuke Okanohara},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Conditional Density Estimation via Least-Squares Density Ratio Estimation},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {781--788},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/sugiyama10a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SugiyamaTSKHO10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/SuzukiS10,
author = {Taiji Suzuki and
Masashi Sugiyama},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Sufficient Dimension Reduction via Squared-loss Mutual Information
Estimation},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {804--811},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/suzuki10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SuzukiS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/SugiyamaY10,
author = {Masashi Sugiyama and
Qiang Yang},
editor = {Masashi Sugiyama and
Qiang Yang},
title = {Preface},
booktitle = {Proceedings of the 2nd Asian Conference on Machine Learning, {ACML}
2010, Tokyo, Japan, November 8-10, 2010},
series = {{JMLR} Proceedings},
volume = {13},
pages = {i--xiv},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v13/sugiyama10a/sugiyama10a.pdf},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SugiyamaY10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/acml/2010,
editor = {Masashi Sugiyama and
Qiang Yang},
title = {Proceedings of the 2nd Asian Conference on Machine Learning, {ACML}
2010, Tokyo, Japan, November 8-10, 2010},
series = {{JMLR} Proceedings},
volume = {13},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v13/},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/2010.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1009-4791,
author = {Masayuki Karasuyama and
Naoyuki Harada and
Masashi Sugiyama and
Ichiro Takeuchi},
title = {Multi-parametric Solution-path Algorithm for Instance-weighted Support
Vector Machines},
journal = {CoRR},
volume = {abs/1009.4791},
year = {2010},
url = {http://arxiv.org/abs/1009.4791},
eprinttype = {arXiv},
eprint = {1009.4791},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1009-4791.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/KashimaYKST09,
author = {Hisashi Kashima and
Yoshihiro Yamanishi and
Tsuyoshi Kato and
Masashi Sugiyama and
Koji Tsuda},
title = {Simultaneous inference of biological networks of multiple species
from genome-wide data and evolutionary information: a semi-supervised
approach},
journal = {Bioinform.},
volume = {25},
number = {22},
pages = {2962--2968},
year = {2009},
url = {https://doi.org/10.1093/bioinformatics/btp494},
doi = {10.1093/BIOINFORMATICS/BTP494},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/KashimaYKST09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/SuzukiSKS09,
author = {Taiji Suzuki and
Masashi Sugiyama and
Takafumi Kanamori and
Jun Sese},
title = {Mutual information estimation reveals global associations between
stimuli and biological processes},
journal = {{BMC} Bioinform.},
volume = {10},
number = {{S-1}},
year = {2009},
url = {https://doi.org/10.1186/1471-2105-10-S1-S52},
doi = {10.1186/1471-2105-10-S1-S52},
timestamp = {Sun, 15 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcbi/SuzukiSKS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieicet/Sugiyama09,
author = {Masashi Sugiyama},
title = {On Computational Issues of Semi-Supervised Local Fisher Discriminant
Analysis},
journal = {{IEICE} Trans. Inf. Syst.},
volume = {92-D},
number = {5},
pages = {1204--1208},
year = {2009},
url = {https://doi.org/10.1587/transinf.E92.D.1204},
doi = {10.1587/TRANSINF.E92.D.1204},
timestamp = {Sat, 11 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ieicet/Sugiyama09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieicet/KashimaIKS09,
author = {Hisashi Kashima and
Tsuyoshi Id{\'{e}} and
Tsuyoshi Kato and
Masashi Sugiyama},
title = {Recent Advances and Trends in Large-Scale Kernel Methods},
journal = {{IEICE} Trans. Inf. Syst.},
volume = {92-D},
number = {7},
pages = {1338--1353},
year = {2009},
url = {https://doi.org/10.1587/transinf.E92.D.1338},
doi = {10.1587/TRANSINF.E92.D.1338},
timestamp = {Sat, 11 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ieicet/KashimaIKS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieicet/YamadaS09,
author = {Makoto Yamada and
Masashi Sugiyama},
title = {Direct Importance Estimation with Gaussian Mixture Models},
journal = {{IEICE} Trans. Inf. Syst.},
volume = {92-D},
number = {10},
pages = {2159--2162},
year = {2009},
url = {https://doi.org/10.1587/transinf.E92.D.2159},
doi = {10.1587/TRANSINF.E92.D.2159},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ieicet/YamadaS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ipsjtcva/SugiyamaKSHSTW09,
author = {Masashi Sugiyama and
Takafumi Kanamori and
Taiji Suzuki and
Shohei Hido and
Jun Sese and
Ichiro Takeuchi and
Liwei Wang},
title = {A Density-ratio Framework for Statistical Data Processing},
journal = {{IPSJ} Trans. Comput. Vis. Appl.},
volume = {1},
pages = {183--208},
year = {2009},
url = {https://doi.org/10.2197/ipsjtcva.1.183},
doi = {10.2197/IPSJTCVA.1.183},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ipsjtcva/SugiyamaKSHSTW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jip/TsuboiKHBS09,
author = {Yuta Tsuboi and
Hisashi Kashima and
Shohei Hido and
Steffen Bickel and
Masashi Sugiyama},
title = {Direct Density Ratio Estimation for Large-scale Covariate Shift Adaptation},
journal = {J. Inf. Process.},
volume = {17},
pages = {138--155},
year = {2009},
url = {https://doi.org/10.2197/ipsjjip.17.138},
doi = {10.2197/IPSJJIP.17.138},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jip/TsuboiKHBS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/KanamoriHS09,
author = {Takafumi Kanamori and
Shohei Hido and
Masashi Sugiyama},
title = {A Least-squares Approach to Direct Importance Estimation},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {1391--1445},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1755831},
doi = {10.5555/1577069.1755831},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/KanamoriHS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SugiyamaN09,
author = {Masashi Sugiyama and
Shinichi Nakajima},
title = {Pool-based active learning in approximate linear regression},
journal = {Mach. Learn.},
volume = {75},
number = {3},
pages = {249--274},
year = {2009},
url = {https://doi.org/10.1007/s10994-009-5100-3},
doi = {10.1007/S10994-009-5100-3},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/SugiyamaN09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/WangSYHF09,
author = {Liwei Wang and
Masashi Sugiyama and
Cheng Yang and
Kohei Hatano and
Jufu Feng},
title = {Theory and Algorithm for Learning with Dissimilarity Functions},
journal = {Neural Comput.},
volume = {21},
number = {5},
pages = {1459--1484},
year = {2009},
url = {https://doi.org/10.1162/neco.2008.08-06-805},
doi = {10.1162/NECO.2008.08-06-805},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/WangSYHF09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ngc/TakedaS09,
author = {Akiko Takeda and
Masashi Sugiyama},
title = {On Generalization Performance and Non-Convex Optimization of Extended
\emph{nu}-Support Vector Machine},
journal = {New Gener. Comput.},
volume = {27},
number = {3},
pages = {259--279},
year = {2009},
url = {https://doi.org/10.1007/s00354-008-0064-6},
doi = {10.1007/S00354-008-0064-6},
timestamp = {Thu, 14 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ngc/TakedaS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/HachiyaASP09,
author = {Hirotaka Hachiya and
Takayuki Akiyama and
Masashi Sugiyama and
Jan Peters},
title = {Adaptive importance sampling for value function approximation in off-policy
reinforcement learning},
journal = {Neural Networks},
volume = {22},
number = {10},
pages = {1399--1410},
year = {2009},
url = {https://doi.org/10.1016/j.neunet.2009.01.002},
doi = {10.1016/J.NEUNET.2009.01.002},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/HachiyaASP09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spl/TomiokaS09,
author = {Ryota Tomioka and
Masashi Sugiyama},
title = {Dual-Augmented Lagrangian Method for Efficient Sparse Reconstruction},
journal = {{IEEE} Signal Process. Lett.},
volume = {16},
number = {12},
pages = {1067--1070},
year = {2009},
url = {https://doi.org/10.1109/LSP.2009.2030111},
doi = {10.1109/LSP.2009.2030111},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spl/TomiokaS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/KatoKS09,
author = {Tsuyoshi Kato and
Hisashi Kashima and
Masashi Sugiyama},
title = {Robust Label Propagation on Multiple Networks},
journal = {{IEEE} Trans. Neural Networks},
volume = {20},
number = {1},
pages = {35--44},
year = {2009},
url = {https://doi.org/10.1109/TNN.2008.2003354},
doi = {10.1109/TNN.2008.2003354},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/KatoKS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/Sugiyama09,
author = {Masashi Sugiyama},
editor = {Zhi{-}Hua Zhou and
Takashi Washio},
title = {Density Ratio Estimation: {A} New Versatile Tool for Machine Learning},
booktitle = {Advances in Machine Learning, First Asian Conference on Machine Learning,
{ACML} 2009, Nanjing, China, November 2-4, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5828},
pages = {6--9},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-05224-8\_2},
doi = {10.1007/978-3-642-05224-8\_2},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/acml/Sugiyama09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adprl/HachiyaASP09,
author = {Hirotaka Hachiya and
Takayuki Akiyama and
Masashi Sugiyama and
Jan Peters},
title = {Efficient data reuse in value function approximation},
booktitle = {{IEEE} Symposium on Adaptive Dynamic Programming and Reinforcement
Learning, {ADPRL} 2009, Nashville, TN, USA, March 31 - April 1, 2009},
pages = {8--15},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/ADPRL.2009.4927519},
doi = {10.1109/ADPRL.2009.4927519},
timestamp = {Wed, 16 Oct 2019 14:14:48 +0200},
biburl = {https://dblp.org/rec/conf/adprl/HachiyaASP09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmei/LiKS09,
author = {Yan Li and
Yasuharu Koike and
Masashi Sugiyama},
title = {A Framework of Adaptive Brain Computer Interfaces},
booktitle = {Proceedings of the 2nd International Conference on BioMedical Engineering
and Informatics, {BMEI} 2009, October 17-19, 2009, Tianjin, China},
pages = {1--5},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/BMEI.2009.5305646},
doi = {10.1109/BMEI.2009.5305646},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/bmei/LiKS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/YamadaSM09,
author = {Makoto Yamada and
Masashi Sugiyama and
Tomoko Matsui},
title = {Covariate shift adaptation for semi-supervised speaker identification},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2009, 19-24 April 2009, Taipei, Taiwan},
pages = {1661--1664},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/ICASSP.2009.4959920},
doi = {10.1109/ICASSP.2009.4959920},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/YamadaSM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/SugiyamaHKM09,
author = {Masashi Sugiyama and
Hirotaka Hachiya and
Hisashi Kashima and
Tetsuro Morimura},
title = {Least absolute policy iteration for robust value function approximation},
booktitle = {2009 {IEEE} International Conference on Robotics and Automation, {ICRA}
2009, Kobe, Japan, May 12-17, 2009},
pages = {2904--2909},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/ROBOT.2009.5152289},
doi = {10.1109/ROBOT.2009.5152289},
timestamp = {Mon, 22 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/SugiyamaHKM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/SuzukiS09,
author = {Taiji Suzuki and
Masashi Sugiyama},
editor = {T{\"{u}}lay Adali and
Christian Jutten and
Jo{\~{a}}o Marcos Travassos Romano and
Allan Kardec Barros},
title = {Estimating Squared-Loss Mutual Information for Independent Component
Analysis},
booktitle = {Independent Component Analysis and Signal Separation, 8th International
Conference, {ICA} 2009, Paraty, Brazil, March 15-18, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5441},
pages = {130--137},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-00599-2\_17},
doi = {10.1007/978-3-642-00599-2\_17},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/ida/SuzukiS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/AkiyamaHS09,
author = {Takayuki Akiyama and
Hirotaka Hachiya and
Masashi Sugiyama},
editor = {Craig Boutilier},
title = {Active Policy Iteration: Efficient Exploration through Active Learning
for Value Function Approximation in Reinforcement Learning},
booktitle = {{IJCAI} 2009, Proceedings of the 21st International Joint Conference
on Artificial Intelligence, Pasadena, California, USA, July 11-17,
2009},
pages = {980--985},
year = {2009},
url = {http://ijcai.org/Proceedings/09/Papers/166.pdf},
timestamp = {Tue, 20 Aug 2019 16:16:40 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/AkiyamaHS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/JankovicS09,
author = {Marko V. Jankovic and
Masashi Sugiyama},
title = {Probabilistic principal component analysis based on JoyStick Probability
Selector},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2009, Atlanta,
Georgia, USA, 14-19 June 2009},
pages = {1414--1421},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/IJCNN.2009.5178696},
doi = {10.1109/IJCNN.2009.5178696},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/JankovicS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/SuzukiST09,
author = {Taiji Suzuki and
Masashi Sugiyama and
Toshiyuki Tanaka},
title = {Mutual information approximation via maximum likelihood estimation
of density ratio},
booktitle = {{IEEE} International Symposium on Information Theory, {ISIT} 2009,
June 28 - July 3, 2009, Seoul, Korea, Proceedings},
pages = {463--467},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/ISIT.2009.5205712},
doi = {10.1109/ISIT.2009.5205712},
timestamp = {Wed, 16 Oct 2019 14:14:48 +0200},
biburl = {https://dblp.org/rec/conf/isit/SuzukiST09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/NakajimaS09,
author = {Shinichi Nakajima and
Masashi Sugiyama},
editor = {Thanaruk Theeramunkong and
Boonserm Kijsirikul and
Nick Cercone and
Tu Bao Ho},
title = {Analysis of Variational Bayesian Matrix Factorization},
booktitle = {Advances in Knowledge Discovery and Data Mining, 13th Pacific-Asia
Conference, {PAKDD} 2009, Bangkok, Thailand, April 27-30, 2009, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5476},
pages = {314--326},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-01307-2\_30},
doi = {10.1007/978-3-642-01307-2\_30},
timestamp = {Fri, 25 Dec 2020 01:15:13 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/NakajimaS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HachiyaPS09,
author = {Hirotaka Hachiya and
Jan Peters and
Masashi Sugiyama},
editor = {Wray L. Buntine and
Marko Grobelnik and
Dunja Mladenic and
John Shawe{-}Taylor},
title = {Efficient Sample Reuse in EM-Based Policy Search},
booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference,
{ECML} {PKDD} 2009, Bled, Slovenia, September 7-11, 2009, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {5781},
pages = {469--484},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-04180-8\_48},
doi = {10.1007/978-3-642-04180-8\_48},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/HachiyaPS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/KawaharaS09,
author = {Yoshinobu Kawahara and
Masashi Sugiyama},
title = {Change-Point Detection in Time-Series Data by Direct Density-Ratio
Estimation},
booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2009, April 30 - May 2, 2009, Sparks, Nevada, {USA}},
pages = {389--400},
publisher = {{SIAM}},
year = {2009},
url = {https://doi.org/10.1137/1.9781611972795.34},
doi = {10.1137/1.9781611972795.34},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/KawaharaS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/KashimaKYST09,
author = {Hisashi Kashima and
Tsuyoshi Kato and
Yoshihiro Yamanishi and
Masashi Sugiyama and
Koji Tsuda},
title = {Link Propagation: {A} Fast Semi-supervised Learning Algorithm for
Link Prediction},
booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2009, April 30 - May 2, 2009, Sparks, Nevada, {USA}},
pages = {1100--1111},
publisher = {{SIAM}},
year = {2009},
url = {https://doi.org/10.1137/1.9781611972795.94},
doi = {10.1137/1.9781611972795.94},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/KashimaKYST09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/KramerSB09,
author = {Nicole Kr{\"{a}}mer and
Masashi Sugiyama and
Mikio L. Braun},
editor = {David A. Van Dyk and
Max Welling},
title = {Lanczos Approximations for the Speedup of Kernel Partial Least Squares
Regression},
booktitle = {Proceedings of the Twelfth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2009, Clearwater Beach, Florida,
USA, April 16-18, 2009},
series = {{JMLR} Proceedings},
volume = {5},
pages = {288--295},
publisher = {JMLR.org},
year = {2009},
url = {http://proceedings.mlr.press/v5/kramer09a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/KramerSB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0904-3151,
author = {Takeaki Uno and
Masashi Sugiyama and
Koji Tsuda},
title = {Efficient Construction of Neighborhood Graphs by the Multiple Sorting
Method},
journal = {CoRR},
volume = {abs/0904.3151},
year = {2009},
url = {http://arxiv.org/abs/0904.3151},
eprinttype = {arXiv},
eprint = {0904.3151},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0904-3151.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TomiokaSS09,
author = {Ryota Tomioka and
Taiji Suzuki and
Masashi Sugiyama},
title = {Super-Linear Convergence of Dual Augmented-Lagrangian Algorithm for
Sparsity Regularized Estimation},
journal = {CoRR},
volume = {abs/0911.4046},
year = {2009},
url = {http://arxiv.org/abs/0911.4046},
eprinttype = {arXiv},
eprint = {0911.4046},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/TomiokaSS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/arobots/SugiyamaHTV08,
author = {Masashi Sugiyama and
Hirotaka Hachiya and
Christopher Towell and
Sethu Vijayakumar},
title = {Geodesic Gaussian kernels for value function approximation},
journal = {Auton. Robots},
volume = {25},
number = {3},
pages = {287--304},
year = {2008},
url = {https://doi.org/10.1007/s10514-008-9095-6},
doi = {10.1007/S10514-008-9095-6},
timestamp = {Thu, 18 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/arobots/SugiyamaHTV08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieicet/SugiyamaKBM08,
author = {Masashi Sugiyama and
Motoaki Kawanabe and
Gilles Blanchard and
Klaus{-}Robert M{\"{u}}ller},
title = {Approximating the Best Linear Unbiased Estimator of Non-Gaussian Signals
with Gaussian Noise},
journal = {{IEICE} Trans. Inf. Syst.},
volume = {91-D},
number = {5},
pages = {1577--1580},
year = {2008},
url = {https://doi.org/10.1093/ietisy/e91-d.5.1577},
doi = {10.1093/IETISY/E91-D.5.1577},
timestamp = {Sat, 11 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ieicet/SugiyamaKBM08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/SugiyamaR08,
author = {Masashi Sugiyama and
Neil Rubens},
title = {A batch ensemble approach to active learning with model selection},
journal = {Neural Networks},
volume = {21},
number = {9},
pages = {1278--1286},
year = {2008},
url = {https://doi.org/10.1016/j.neunet.2008.06.004},
doi = {10.1016/J.NEUNET.2008.06.004},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/SugiyamaR08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spl/JankovicS08,
author = {Marko V. Jankovic and
Masashi Sugiyama},
title = {A Multipurpose Linear Component Analysis Method Based on Modulated
Hebb-Oja Learning Rule},
journal = {{IEEE} Signal Process. Lett.},
volume = {15},
pages = {677--680},
year = {2008},
url = {https://doi.org/10.1109/LSP.2008.2002710},
doi = {10.1109/LSP.2008.2002710},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spl/JankovicS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/HachiyaASP08,
author = {Hirotaka Hachiya and
Takayuki Akiyama and
Masashi Sugiyama and
Jan Peters},
editor = {Dieter Fox and
Carla P. Gomes},
title = {Adaptive Importance Sampling with Automatic Model Selection in Value
Function Approximation},
booktitle = {Proceedings of the Twenty-Third {AAAI} Conference on Artificial Intelligence,
{AAAI} 2008, Chicago, Illinois, USA, July 13-17, 2008},
pages = {1351--1356},
publisher = {{AAAI} Press},
year = {2008},
url = {http://www.aaai.org/Library/AAAI/2008/aaai08-214.php},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/HachiyaASP08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Wang08,
author = {Liwei Wang and
Masashi Sugiyama and
Cheng Yang and
Zhi{-}Hua Zhou and
Jufu Feng},
editor = {Rocco A. Servedio and
Tong Zhang},
title = {On the Margin Explanation of Boosting Algorithms},
booktitle = {21st Annual Conference on Learning Theory - {COLT} 2008, Helsinki,
Finland, July 9-12, 2008},
pages = {479--490},
publisher = {Omnipress},
year = {2008},
url = {http://colt2008.cs.helsinki.fi/papers/08-Wang.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/Wang08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HidoTKSK08,
author = {Shohei Hido and
Yuta Tsuboi and
Hisashi Kashima and
Masashi Sugiyama and
Takafumi Kanamori},
title = {Inlier-Based Outlier Detection via Direct Density Ratio Estimation},
booktitle = {Proceedings of the 8th {IEEE} International Conference on Data Mining
{(ICDM} 2008), December 15-19, 2008, Pisa, Italy},
pages = {223--232},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICDM.2008.49},
doi = {10.1109/ICDM.2008.49},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/HidoTKSK08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TakedaS08,
author = {Akiko Takeda and
Masashi Sugiyama},
editor = {William W. Cohen and
Andrew McCallum and
Sam T. Roweis},
title = {\emph{nu}-support vector machine as conditional value-at-risk minimization},
booktitle = {Machine Learning, Proceedings of the Twenty-Fifth International Conference
{(ICML} 2008), Helsinki, Finland, June 5-9, 2008},
series = {{ACM} International Conference Proceeding Series},
volume = {307},
pages = {1056--1063},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1390156.1390289},
doi = {10.1145/1390156.1390289},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/TakedaS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lkr/RubensSTS08,
author = {Neil Rubens and
Vera Sheinman and
Takenobu Tokunaga and
Masashi Sugiyama},
editor = {Takenobu Tokunaga and
Antonio Ortega},
title = {Order Retrieval},
booktitle = {Large-Scale Knowledge Resources. Construction and Application, Third
International Conference on Large-Scale Knowledge Resources, {LKR}
2008, Tokyo, Japan, March 3-5, 2008, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4938},
pages = {310--317},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-78159-2\_27},
doi = {10.1007/978-3-540-78159-2\_27},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/lkr/RubensSTS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KanamoriHS08,
author = {Takafumi Kanamori and
Shohei Hido and
Masashi Sugiyama},
editor = {Daphne Koller and
Dale Schuurmans and
Yoshua Bengio and
L{\'{e}}on Bottou},
title = {Efficient Direct Density Ratio Estimation for Non-stationarity Adaptation
and Outlier Detection},
booktitle = {Advances in Neural Information Processing Systems 21, Proceedings
of the Twenty-Second Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 8-11, 2008},
pages = {809--816},
publisher = {Curran Associates, Inc.},
year = {2008},
url = {https://proceedings.neurips.cc/paper/2008/hash/1385974ed5904a438616ff7bdb3f7439-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/KanamoriHS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/SugiyamaINS08,
author = {Masashi Sugiyama and
Tsuyoshi Id{\'{e}} and
Shinichi Nakajima and
Jun Sese},
editor = {Takashi Washio and
Einoshin Suzuki and
Kai Ming Ting and
Akihiro Inokuchi},
title = {Semi-Supervised Local Fisher Discriminant Analysis for Dimensionality
Reduction},
booktitle = {Advances in Knowledge Discovery and Data Mining, 12th Pacific-Asia
Conference, {PAKDD} 2008, Osaka, Japan, May 20-23, 2008 Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5012},
pages = {333--344},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-68125-0\_30},
doi = {10.1007/978-3-540-68125-0\_30},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/SugiyamaINS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SugiyamaN08,
author = {Masashi Sugiyama and
Shinichi Nakajima},
editor = {Walter Daelemans and
Bart Goethals and
Katharina Morik},
title = {Pool-Based Agnostic Experiment Design in Linear Regression},
booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference,
{ECML/PKDD} 2008, Antwerp, Belgium, September 15-19, 2008, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {5212},
pages = {406--422},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-87481-2\_27},
doi = {10.1007/978-3-540-87481-2\_27},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/SugiyamaN08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/TsuboiKHBS08,
author = {Yuta Tsuboi and
Hisashi Kashima and
Shohei Hido and
Steffen Bickel and
Masashi Sugiyama},
title = {Direct Density Ratio Estimation for Large-scale Covariate Shift Adaptation},
booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2008, April 24-26, 2008, Atlanta, Georgia, {USA}},
pages = {443--454},
publisher = {{SIAM}},
year = {2008},
url = {https://doi.org/10.1137/1.9781611972788.40},
doi = {10.1137/1.9781611972788.40},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/TsuboiKHBS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SugiyamaR08,
author = {Masashi Sugiyama and
Neil Rubens},
title = {Active Learning with Model Selection in Linear Regression},
booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2008, April 24-26, 2008, Atlanta, Georgia, {USA}},
pages = {518--529},
publisher = {{SIAM}},
year = {2008},
url = {https://doi.org/10.1137/1.9781611972788.47},
doi = {10.1137/1.9781611972788.47},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/SugiyamaR08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/KatoKS08,
author = {Tsuyoshi Kato and
Hisashi Kashima and
Masashi Sugiyama},
title = {Integration of Multiple Networks for Robust Label Propagation},
booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2008, April 24-26, 2008, Atlanta, Georgia, {USA}},
pages = {716--726},
publisher = {{SIAM}},
year = {2008},
url = {https://doi.org/10.1137/1.9781611972788.65},
doi = {10.1137/1.9781611972788.65},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/KatoKS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/SuzukiSSK08,
author = {Taiji Suzuki and
Masashi Sugiyama and
Jun Sese and
Takafumi Kanamori},
editor = {Yvan Saeys and
Huan Liu and
I{\~{n}}aki Inza and
Louis Wehenkel and
Yves Van de Peer},
title = {Approximating Mutual Information by Maximum Likelihood Density Ratio
Estimation},
booktitle = {Third Workshop on New Challenges for Feature Selection in Data Mining
and Knowledge Discovery, {FSDM} 2008, held at {ECML-PKDD} 2008, Antwerp,
Belgium, September 15, 2008},
series = {{JMLR} Proceedings},
volume = {4},
pages = {5--20},
publisher = {JMLR.org},
year = {2008},
url = {http://proceedings.mlr.press/v4/suzuki08a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SuzukiSSK08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieicet/Sugiyama07,
author = {Masashi Sugiyama},
title = {Generalization Error Estimation for Non-linear Learning Methods},
journal = {{IEICE} Trans. Fundam. Electron. Commun. Comput. Sci.},
volume = {90-A},
number = {7},
pages = {1496--1499},
year = {2007},
url = {https://doi.org/10.1093/ietfec/e90-a.7.1496},
doi = {10.1093/IETFEC/E90-A.7.1496},
timestamp = {Sat, 11 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ieicet/Sugiyama07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieicet/HidakaS07,
author = {Yasushi Hidaka and
Masashi Sugiyama},
title = {A New Meta-Criterion for Regularized Subspace Information Criterion},
journal = {{IEICE} Trans. Inf. Syst.},
volume = {90-D},
number = {11},
pages = {1779--1786},
year = {2007},
url = {https://doi.org/10.1093/ietisy/e90-d.11.1779},
doi = {10.1093/IETISY/E90-D.11.1779},
timestamp = {Sat, 11 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ieicet/HidakaS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieicet/GokitaSS07,
author = {Shun Gokita and
Masashi Sugiyama and
Keisuke Sakurai},
title = {Analytic Optimization of Adaptive Ridge Parameters Based on Regularized
Subspace Information Criterion},
journal = {{IEICE} Trans. Fundam. Electron. Commun. Comput. Sci.},
volume = {90-A},
number = {11},
pages = {2584--2592},
year = {2007},
url = {https://doi.org/10.1093/ietfec/e90-a.11.2584},
doi = {10.1093/IETFEC/E90-A.11.2584},
timestamp = {Sat, 11 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ieicet/GokitaSS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SugiyamaKM07,
author = {Masashi Sugiyama and
Matthias Krauledat and
Klaus{-}Robert M{\"{u}}ller},
title = {Covariate Shift Adaptation by Importance Weighted Cross Validation},
journal = {J. Mach. Learn. Res.},
volume = {8},
pages = {985--1005},
year = {2007},
url = {https://dl.acm.org/doi/10.5555/1314498.1390324},
doi = {10.5555/1314498.1390324},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SugiyamaKM07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Sugiyama07,
author = {Masashi Sugiyama},
title = {Dimensionality Reduction of Multimodal Labeled Data by Local Fisher
Discriminant Analysis},
journal = {J. Mach. Learn. Res.},
volume = {8},
pages = {1027--1061},
year = {2007},
url = {https://dl.acm.org/doi/10.5555/1314498.1314533},
doi = {10.5555/1314498.1314533},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Sugiyama07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YamazakiKWSM07,
author = {Keisuke Yamazaki and
Motoaki Kawanabe and
Sumio Watanabe and
Masashi Sugiyama and
Klaus{-}Robert M{\"{u}}ller},
editor = {Zoubin Ghahramani},
title = {Asymptotic Bayesian generalization error when training and test distributions
are different},
booktitle = {Machine Learning, Proceedings of the Twenty-Fourth International Conference
{(ICML} 2007), Corvallis, Oregon, USA, June 20-24, 2007},
series = {{ACM} International Conference Proceeding Series},
volume = {227},
pages = {1079--1086},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1273496.1273632},
doi = {10.1145/1273496.1273632},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/YamazakiKWSM07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/SugiyamaHTV07,
author = {Masashi Sugiyama and
Hirotaka Hachiya and
Christopher Towell and
Sethu Vijayakumar},
title = {Value Function Approximation on Non-Linear Manifolds for Robot Motor
Control},
booktitle = {2007 {IEEE} International Conference on Robotics and Automation, {ICRA}
2007, 10-14 April 2007, Roma, Italy},
pages = {1733--1740},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/ROBOT.2007.363573},
doi = {10.1109/ROBOT.2007.363573},
timestamp = {Mon, 22 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/SugiyamaHTV07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KatoKSA07,
author = {Tsuyoshi Kato and
Hisashi Kashima and
Masashi Sugiyama and
Kiyoshi Asai},
editor = {John C. Platt and
Daphne Koller and
Yoram Singer and
Sam T. Roweis},
title = {Multi-Task Learning via Conic Programming},
booktitle = {Advances in Neural Information Processing Systems 20, Proceedings
of the Twenty-First Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 3-6, 2007},
pages = {737--744},
publisher = {Curran Associates, Inc.},
year = {2007},
url = {https://proceedings.neurips.cc/paper/2007/hash/67f7fb873eaf29526a11a9b7ac33bfac-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/KatoKSA07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SugiyamaNKBK07,
author = {Masashi Sugiyama and
Shinichi Nakajima and
Hisashi Kashima and
Paul von B{\"{u}}nau and
Motoaki Kawanabe},
editor = {John C. Platt and
Daphne Koller and
Yoram Singer and
Sam T. Roweis},
title = {Direct Importance Estimation with Model Selection and Its Application
to Covariate Shift Adaptation},
booktitle = {Advances in Neural Information Processing Systems 20, Proceedings
of the Twenty-First Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 3-6, 2007},
pages = {1433--1440},
publisher = {Curran Associates, Inc.},
year = {2007},
url = {https://proceedings.neurips.cc/paper/2007/hash/be83ab3ecd0db773eb2dc1b0a17836a1-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SugiyamaNKBK07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/RubensS07,
author = {Neil Rubens and
Masashi Sugiyama},
editor = {Joseph A. Konstan and
John Riedl and
Barry Smyth},
title = {Influence-based collaborative active learning},
booktitle = {Proceedings of the 2007 {ACM} Conference on Recommender Systems, RecSys
2007, Minneapolis, MN, USA, October 19-20, 2007},
pages = {145--148},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1297231.1297257},
doi = {10.1145/1297231.1297257},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/recsys/RubensS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieicet/SugiyamaO06,
author = {Masashi Sugiyama and
Hidemitsu Ogawa},
title = {Constructing Kernel Functions for Binary Regression},
journal = {{IEICE} Trans. Inf. Syst.},
volume = {89-D},
number = {7},
pages = {2243--2249},
year = {2006},
url = {https://doi.org/10.1093/ietisy/e89-d.7.2243},
doi = {10.1093/IETISY/E89-D.7.2243},
timestamp = {Sat, 11 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ieicet/SugiyamaO06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieicet/SugiyamaS06,
author = {Masashi Sugiyama and
Keisuke Sakurai},
title = {Analytic Optimization of Shrinkage Parameters Based on Regularized
Subspace Information Criterion},
journal = {{IEICE} Trans. Fundam. Electron. Commun. Comput. Sci.},
volume = {89-A},
number = {8},
pages = {2216--2225},
year = {2006},
url = {https://doi.org/10.1093/ietfec/e89-a.8.2216},
doi = {10.1093/IETFEC/E89-A.8.2216},
timestamp = {Sat, 11 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ieicet/SugiyamaS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Sugiyama06,
author = {Masashi Sugiyama},
title = {Active Learning in Approximately Linear Regression Based on Conditional
Expectation of Generalization Error},
journal = {J. Mach. Learn. Res.},
volume = {7},
pages = {141--166},
year = {2006},
url = {http://jmlr.org/papers/v7/sugiyama06a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Sugiyama06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BlanchardKSSM06,
author = {Gilles Blanchard and
Motoaki Kawanabe and
Masashi Sugiyama and
Vladimir G. Spokoiny and
Klaus{-}Robert M{\"{u}}ller},
title = {In Search of Non-Gaussian Components of a High-Dimensional Distribution},
journal = {J. Mach. Learn. Res.},
volume = {7},
pages = {247--282},
year = {2006},
url = {http://jmlr.org/papers/v7/blanchard06a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BlanchardKSSM06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dagm/SugiyamaBKDM06,
author = {Masashi Sugiyama and
Benjamin Blankertz and
Matthias Krauledat and
Guido Dornhege and
Klaus{-}Robert M{\"{u}}ller},
editor = {Katrin Franke and
Klaus{-}Robert M{\"{u}}ller and
Bertram Nickolay and
Ralf Sch{\"{a}}fer},
title = {Importance-Weighted Cross-Validation for Covariate Shift},
booktitle = {Pattern Recognition, 28th {DAGM} Symposium, Berlin, Germany, September
12-14, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4174},
pages = {354--363},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11861898\_36},
doi = {10.1007/11861898\_36},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dagm/SugiyamaBKDM06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ica/KawanabeBSSM06,
author = {Motoaki Kawanabe and
Gilles Blanchard and
Masashi Sugiyama and
Vladimir G. Spokoiny and
Klaus{-}Robert M{\"{u}}ller},
editor = {Justinian P. Rosca and
Deniz Erdogmus and
Jos{\'{e}} Carlos Pr{\'{\i}}ncipe and
Simon Haykin},
title = {A Novel Dimension Reduction Procedure for Searching Non-Gaussian Subspaces},
booktitle = {Independent Component Analysis and Blind Signal Separation, 6th International
Conference, {ICA} 2006, Charleston, SC, USA, March 5-8, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3889},
pages = {149--156},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11679363\_19},
doi = {10.1007/11679363\_19},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ica/KawanabeBSSM06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/SugiyamaKBSM06,
author = {Masashi Sugiyama and
Motoaki Kawanabe and
Gilles Blanchard and
Vladimir G. Spokoiny and
Klaus{-}Robert M{\"{u}}ller},
title = {Obtaining the Best Linear Unbiased Estimator of Noisy Signals by Non-Gaussian
Component Analysis},
booktitle = {2006 {IEEE} International Conference on Acoustics Speech and Signal
Processing, {ICASSP} 2006, Toulouse, France, May 14-19, 2006},
pages = {608--611},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/ICASSP.2006.1660727},
doi = {10.1109/ICASSP.2006.1660727},
timestamp = {Mon, 22 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/SugiyamaKBSM06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Sugiyama06,
author = {Masashi Sugiyama},
editor = {William W. Cohen and
Andrew W. Moore},
title = {Local Fisher discriminant analysis for supervised dimensionality reduction},
booktitle = {Machine Learning, Proceedings of the Twenty-Third International Conference
{(ICML} 2006), Pittsburgh, Pennsylvania, USA, June 25-29, 2006},
series = {{ACM} International Conference Proceeding Series},
volume = {148},
pages = {905--912},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1143844.1143958},
doi = {10.1145/1143844.1143958},
timestamp = {Tue, 19 Nov 2019 09:25:06 +0100},
biburl = {https://dblp.org/rec/conf/icml/Sugiyama06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/StorkeyS06,
author = {Amos J. Storkey and
Masashi Sugiyama},
editor = {Bernhard Sch{\"{o}}lkopf and
John C. Platt and
Thomas Hofmann},
title = {Mixture Regression for Covariate Shift},
booktitle = {Advances in Neural Information Processing Systems 19, Proceedings
of the Twentieth Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 4-7, 2006},
pages = {1337--1344},
publisher = {{MIT} Press},
year = {2006},
url = {https://proceedings.neurips.cc/paper/2006/hash/a74c3bae3e13616104c1b25f9da1f11f-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/StorkeyS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sspr/TanakaSIKM06,
author = {Akira Tanaka and
Masashi Sugiyama and
Hideyuki Imai and
Mineichi Kudo and
Masaaki Miyakoshi},
editor = {Dit{-}Yan Yeung and
James T. Kwok and
Ana L. N. Fred and
Fabio Roli and
Dick de Ridder},
title = {Model Selection Using a Class of Kernels with an Invariant Metric},
booktitle = {Structural, Syntactic, and Statistical Pattern Recognition, Joint
{IAPR} International Workshops, {SSPR} 2006 and {SPR} 2006, Hong Kong,
China, August 17-19, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4109},
pages = {862--870},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11815921\_95},
doi = {10.1007/11815921\_95},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sspr/TanakaSIKM06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/SugiyamaM05,
author = {Masashi Sugiyama and
Klaus{-}Robert M{\"{u}}ller},
editor = {Wlodzislaw Duch and
Janusz Kacprzyk and
Erkki Oja and
Slawomir Zadrozny},
title = {Model Selection Under Covariate Shift},
booktitle = {Artificial Neural Networks: Formal Models and Their Applications -
{ICANN} 2005, 15th International Conference, Warsaw, Poland, September
11-15, 2005, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {3697},
pages = {235--240},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11550907\_37},
doi = {10.1007/11550907\_37},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/SugiyamaM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BlanchardSKSM05,
author = {Gilles Blanchard and
Masashi Sugiyama and
Motoaki Kawanabe and
Vladimir G. Spokoiny and
Klaus{-}Robert M{\"{u}}ller},
title = {Non-Gaussian Component Analysis: a Semi-parametric Framework for Linear
Dimension Reduction},
booktitle = {Advances in Neural Information Processing Systems 18 [Neural Information
Processing Systems, {NIPS} 2005, December 5-8, 2005, Vancouver, British
Columbia, Canada]},
pages = {131--138},
year = {2005},
url = {https://proceedings.neurips.cc/paper/2005/hash/3070e6addcd702cb58de5d7897bfdae1-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BlanchardSKSM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Sugiyama05,
author = {Masashi Sugiyama},
title = {Active Learning for Misspecified Models},
booktitle = {Advances in Neural Information Processing Systems 18 [Neural Information
Processing Systems, {NIPS} 2005, December 5-8, 2005, Vancouver, British
Columbia, Canada]},
pages = {1305--1312},
year = {2005},
url = {https://proceedings.neurips.cc/paper/2005/hash/0c1c995b77ea7312f887ddd9f9d35de5-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Sugiyama05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/SugiyamaKM04,
author = {Masashi Sugiyama and
Motoaki Kawanabe and
Klaus{-}Robert M{\"{u}}ller},
title = {Trading Variance Reduction with Unbiasedness: The Regularized Subspace
Information Criterion for Robust Model Selection in Kernel Regression},
journal = {Neural Comput.},
volume = {16},
number = {5},
pages = {1077--1104},
year = {2004},
url = {https://doi.org/10.1162/089976604773135113},
doi = {10.1162/089976604773135113},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/SugiyamaKM04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/SugiyamaKM04,
author = {Masashi Sugiyama and
Motoaki Kawanabe and
Klaus{-}Robert M{\"{u}}ller},
title = {Regularizing generalization error estimators: a novel approach to
robust model selection},
booktitle = {12th European Symposium on Artificial Neural Networks, {ESANN} 2004,
Bruges, Belgium, April 28-30, 2004, Proceedings},
pages = {163--168},
year = {2004},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2004-50.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/SugiyamaKM04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nci/Sugiyama04,
author = {Masashi Sugiyama},
title = {Estimating the error at given test input points for linear regression},
booktitle = {Proceedings of the {IASTED} International Conference on Neural Networks
and Computational Intelligence, {NCI} 2004, February 23-25, 2004,
Grindelwald, Switzerland},
pages = {113--118},
publisher = {{IASTED/ACTA} Press},
year = {2004},
timestamp = {Thu, 09 Nov 2006 13:47:32 +0100},
biburl = {https://dblp.org/rec/conf/nci/Sugiyama04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieiceta/Sugiyama03,
author = {Masashi Sugiyama},
title = {Improving Precision of the Subspace Information Criterion},
journal = {{IEICE} Trans. Fundam. Electron. Commun. Comput. Sci.},
volume = {86-A},
number = {7},
pages = {1885--1895},
year = {2003},
url = {http://search.ieice.org/bin/summary.php?id=e86-a\_7\_1885},
timestamp = {Tue, 08 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ieiceta/Sugiyama03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SugiyamaM02,
author = {Masashi Sugiyama and
Klaus{-}Robert M{\"{u}}ller},
title = {The Subspace Information Criterion for Infinite Dimensional Hypothesis
Spaces},
journal = {J. Mach. Learn. Res.},
volume = {3},
pages = {323--359},
year = {2002},
url = {http://jmlr.org/papers/v3/sugiyama02a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SugiyamaM02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SugiyamaO02,
author = {Masashi Sugiyama and
Hidemitsu Ogawa},
title = {Theoretical and Experimental Evaluation of the Subspace Information
Criterion},
journal = {Mach. Learn.},
volume = {48},
number = {1-3},
pages = {25--50},
year = {2002},
url = {https://doi.org/10.1023/A:1013995402903},
doi = {10.1023/A:1013995402903},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/SugiyamaO02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/SugiyamaO02,
author = {Masashi Sugiyama and
Hidemitsu Ogawa},
title = {Optimal design of regularization term and regularization parameter
by subspace information criterion},
journal = {Neural Networks},
volume = {15},
number = {3},
pages = {349--361},
year = {2002},
url = {https://doi.org/10.1016/S0893-6080(02)00022-9},
doi = {10.1016/S0893-6080(02)00022-9},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/SugiyamaO02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigpro/SugiyamaO02,
author = {Masashi Sugiyama and
Hidemitsu Ogawa},
title = {A unified method for optimizing linear image restoration filters},
journal = {Signal Process.},
volume = {82},
number = {11},
pages = {1773--1787},
year = {2002},
url = {https://doi.org/10.1016/S0165-1684(02)00339-0},
doi = {10.1016/S0165-1684(02)00339-0},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigpro/SugiyamaO02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/TsudaSM02,
author = {Koji Tsuda and
Masashi Sugiyama and
Klaus{-}Robert M{\"{u}}ller},
title = {Subspace information criterion for nonquadratic regularizers-Model
selection for sparse regressors},
journal = {{IEEE} Trans. Neural Networks},
volume = {13},
number = {1},
pages = {70--80},
year = {2002},
url = {https://doi.org/10.1109/72.977272},
doi = {10.1109/72.977272},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/TsudaSM02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/SugiyamaM02,
author = {Masashi Sugiyama and
Klaus{-}Robert M{\"{u}}ller},
editor = {Jos{\'{e}} R. Dorronsoro},
title = {Selecting Ridge Parameters in Infinite Dimensional Hypothesis Spaces},
booktitle = {Artificial Neural Networks - {ICANN} 2002, International Conference,
Madrid, Spain, August 28-30, 2002, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2415},
pages = {528--534},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-46084-5\_86},
doi = {10.1007/3-540-46084-5\_86},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/SugiyamaM02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/SugiyamaO01a,
author = {Masashi Sugiyama and
Hidemitsu Ogawa},
title = {Incremental Active Learning for Optimal Generalization},
journal = {Neural Comput.},
volume = {12},
number = {12},
pages = {2909--2940},
year = {2001},
url = {https://doi.org/10.1162/089976600300014773},
doi = {10.1162/089976600300014773},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/SugiyamaO01a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/SugiyamaO01,
author = {Masashi Sugiyama and
Hidemitsu Ogawa},
title = {Subspace Information Criterion for Model Selection},
journal = {Neural Comput.},
volume = {13},
number = {8},
pages = {1863--1889},
year = {2001},
url = {https://doi.org/10.1162/08997660152469387},
doi = {10.1162/08997660152469387},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/SugiyamaO01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/SugiyamaO01,
author = {Masashi Sugiyama and
Hidemitsu Ogawa},
title = {Incremental projection learning for optimal generalization},
journal = {Neural Networks},
volume = {14},
number = {1},
pages = {53--66},
year = {2001},
url = {https://doi.org/10.1016/S0893-6080(00)00080-0},
doi = {10.1016/S0893-6080(00)00080-0},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/SugiyamaO01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/SugiyamaO01a,
author = {Masashi Sugiyama and
Hidemitsu Ogawa},
title = {Properties of incremental projection learning},
journal = {Neural Networks},
volume = {14},
number = {1},
pages = {67--78},
year = {2001},
url = {https://doi.org/10.1016/S0893-6080(00)00079-4},
doi = {10.1016/S0893-6080(00)00079-4},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/SugiyamaO01a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/SugiyamaO00,
author = {Masashi Sugiyama and
Hidemitsu Ogawa},
title = {A new information criterion for the selection of subspace models},
booktitle = {8th European Symposium on Artificial Neural Networks, {ESANN} 2000,
Bruges, Belgium, April 26-28, 2000, Proceedings},
pages = {69--74},
year = {2000},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2000-401.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/SugiyamaO00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/SugiyamaO00,
author = {Masashi Sugiyama and
Hidemitsu Ogawa},
title = {Incremental Active Learning with Bias Reduction},
booktitle = {Proceedings of the {IEEE-INNS-ENNS} International Joint Conference
on Neural Networks, {IJCNN} 2000, Neural Computing: New Challenges
and Perspectives for the New Millennium, Como, Italy, July 24-27,
2000, Volume 1},
pages = {15--20},
publisher = {{IEEE} Computer Society},
year = {2000},
url = {https://doi.org/10.1109/IJCNN.2000.857807},
doi = {10.1109/IJCNN.2000.857807},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/SugiyamaO00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SugiyamaO99,
author = {Masashi Sugiyama and
Hidemitsu Ogawa},
editor = {Sara A. Solla and
Todd K. Leen and
Klaus{-}Robert M{\"{u}}ller},
title = {Training Data Selection for Optimal Generalization in Trigonometric
Polynomial Networks},
booktitle = {Advances in Neural Information Processing Systems 12, {[NIPS} Conference,
Denver, Colorado, USA, November 29 - December 4, 1999]},
pages = {624--630},
publisher = {The {MIT} Press},
year = {1999},
url = {http://papers.nips.cc/paper/1671-training-data-selection-for-optimal-generalization-in-trigonometric-polynomial-networks},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/SugiyamaO99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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