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ORCIDBibTeX records: Xinhua Zhang
@article{DBLP:journals/corr/abs-2402-00807,
author = {Shangzhe Li and
Xinhua Zhang},
title = {Distilling Conditional Diffusion Models for Offline Reinforcement
Learning through Trajectory Stitching},
journal = {CoRR},
volume = {abs/2402.00807},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.00807},
doi = {10.48550/ARXIV.2402.00807},
eprinttype = {arXiv},
eprint = {2402.00807},
timestamp = {Fri, 09 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-00807.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-13393,
author = {Kaiqi Jiang and
Wenzhe Fan and
Mao Li and
Xinhua Zhang},
title = {Fairness Risks for Group-conditionally Missing Demographics},
journal = {CoRR},
volume = {abs/2402.13393},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.13393},
doi = {10.48550/ARXIV.2402.13393},
eprinttype = {arXiv},
eprint = {2402.13393},
timestamp = {Thu, 21 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-13393.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ichi/WangDMNFZMC23,
author = {Yaohua Wang and
Lisanne van Dijk and
Abdallah Sherif Radwan Mohamed and
Mohamed A. Naser and
Clifton David Fuller and
Xinhua Zhang and
G. Elisabeta Marai and
Guadalupe Canahuate},
title = {Improving Prediction of Late Symptoms using {LSTM} and Patient-reported
Outcomes for Head and Neck Cancer Patients},
booktitle = {11th {IEEE} International Conference on Healthcare Informatics, {ICHI}
2023, Houston, TX, USA, June 26-29, 2023},
pages = {292--300},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICHI57859.2023.00047},
doi = {10.1109/ICHI57859.2023.00047},
timestamp = {Wed, 17 Jan 2024 17:11:28 +0100},
biburl = {https://dblp.org/rec/conf/ichi/WangDMNFZMC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KangSZ23,
author = {Siteng Kang and
Zhan Shi and
Xinhua Zhang},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Poisoning Generative Replay in Continual Learning to Promote Forgetting},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {15769--15785},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/kang23c.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/KangSZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YuZ23,
author = {Zishun Yu and
Xinhua Zhang},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Actor-Critic Alignment for Offline-to-Online Reinforcement Learning},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {40452--40474},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/yu23k.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/YuZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/BujackZSR22,
author = {Roxana Bujack and
Xinhua Zhang and
Tom{\'{a}}s Suk and
David H. Rogers},
title = {Systematic generation of moment invariant bases for 2D and 3D tensor
fields},
journal = {Pattern Recognit.},
volume = {123},
pages = {108313},
year = {2022},
url = {https://doi.org/10.1016/j.patcog.2021.108313},
doi = {10.1016/J.PATCOG.2021.108313},
timestamp = {Thu, 11 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/BujackZSR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnsm/ZhangYH22,
author = {Xinhua Zhang and
Lin You and
Gengran Hu},
title = {An Efficient and Robust Multidimensional Data Aggregation Scheme for
Smart Grid Based on Blockchain},
journal = {{IEEE} Trans. Netw. Serv. Manag.},
volume = {19},
number = {4},
pages = {3949--3959},
year = {2022},
url = {https://doi.org/10.1109/TNSM.2022.3217312},
doi = {10.1109/TNSM.2022.3217312},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnsm/ZhangYH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/MaZ22,
author = {Yingyi Ma and
Xinhua Zhang},
editor = {Gustau Camps{-}Valls and
Francisco J. R. Ruiz and
Isabel Valera},
title = {Warping Layer: Representation Learning for Label Structures in Weakly
Supervised Learning},
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 = {7286--7299},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v151/ma22a.html},
timestamp = {Sat, 30 Sep 2023 09:34:08 +0200},
biburl = {https://dblp.org/rec/conf/aistats/MaZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LiSZZ22,
author = {Yeshu Li and
Zhan Shi and
Xinhua Zhang and
Brian D. Ziebart},
editor = {Gustau Camps{-}Valls and
Francisco J. R. Ruiz and
Isabel Valera},
title = {Distributionally Robust Structure Learning for Discrete Pairwise Markov
Networks},
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 = {8997--9016},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v151/li22f.html},
timestamp = {Fri, 20 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LiSZZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/JinYZ22,
author = {Hongwei Jin and
Zishun Yu and
Xinhua Zhang},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Certifying Robust Graph Classification under Orthogonal Gromov-Wasserstein
Threats},
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/0b6b00f384aa33fec1f3d6bcf9550224-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/JinYZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiSZZG22,
author = {Yeshu Li and
Danyal Saeed and
Xinhua Zhang and
Brian D. Ziebart and
Kevin Gimpel},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Moment Distributionally Robust Tree Structured Prediction},
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/4f92d2f498b88f1bd43732312272967a-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LiSZZG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/JinYZ22,
author = {Hongwei Jin and
Zishun Yu and
Xinhua Zhang},
editor = {James Cussens and
Kun Zhang},
title = {Orthogonal Gromov-Wasserstein discrepancy with efficient lower bound},
booktitle = {Uncertainty in Artificial Intelligence, Proceedings of the Thirty-Eighth
Conference on Uncertainty in Artificial Intelligence, {UAI} 2022,
1-5 August 2022, Eindhoven, The Netherlands},
series = {Proceedings of Machine Learning Research},
volume = {180},
pages = {917--927},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v180/jin22a.html},
timestamp = {Sat, 15 Oct 2022 12:08:13 +0200},
biburl = {https://dblp.org/rec/conf/uai/JinYZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-06786,
author = {Xinhua Zhang and
Lance R. Williams},
title = {Similarity Equivariant Linear Transformation of Joint Orientation-Scale
Space Representations},
journal = {CoRR},
volume = {abs/2203.06786},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.06786},
doi = {10.48550/ARXIV.2203.06786},
eprinttype = {arXiv},
eprint = {2203.06786},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-06786.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-06787,
author = {Xinhua Zhang and
Lance R. Williams},
title = {Euclidean Invariant Recognition of 2D Shapes Using Histograms of Magnitudes
of Local Fourier-Mellin Descriptors},
journal = {CoRR},
volume = {abs/2203.06787},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.06787},
doi = {10.48550/ARXIV.2203.06787},
eprinttype = {arXiv},
eprint = {2203.06787},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-06787.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-05838,
author = {Hongwei Jin and
Zishun Yu and
Xinhua Zhang},
title = {Orthogonal Gromov-Wasserstein Discrepancy with Efficient Lower Bound},
journal = {CoRR},
volume = {abs/2205.05838},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.05838},
doi = {10.48550/ARXIV.2205.05838},
eprinttype = {arXiv},
eprint = {2205.05838},
timestamp = {Tue, 17 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-05838.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-02564,
author = {Bradley T. Wolfe and
Michael J. Falato and
Xinhua Zhang and
Nga T. T. Nguyen{-}Fotiadis and
J. P. Sauppe and
P. M. Kozlowski and
P. A. Keiter and
R. E. Reinovsky and
S. A. Batha and
Zhehui Wang},
title = {Machine Learning for Detection of 3D Features using sparse X-ray data},
journal = {CoRR},
volume = {abs/2206.02564},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.02564},
doi = {10.48550/ARXIV.2206.02564},
eprinttype = {arXiv},
eprint = {2206.02564},
timestamp = {Tue, 14 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-02564.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ecoi/LiuZXWMXL21,
author = {Junzheng Liu and
Xinhua Zhang and
Zengpei Xu and
Jia Wang and
Bing Ma and
Ruiying Xue and
Qian Li},
title = {Evaluation of the impact of urban river bends on the enhancement of
aquatic habitats using a two-dimensional habitat suitability model},
journal = {Ecol. Informatics},
volume = {65},
pages = {101428},
year = {2021},
url = {https://doi.org/10.1016/j.ecoinf.2021.101428},
doi = {10.1016/J.ECOINF.2021.101428},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ecoi/LiuZXWMXL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/symmetry/DuanZTH21,
author = {Xiaoshuai Duan and
Xinhua Zhang and
Yongbin Tang and
Minghui Hao},
title = {Cogging Torque Reduction in {PMSM} in Wide Temperature Range by Response
Surface Methodology},
journal = {Symmetry},
volume = {13},
number = {10},
pages = {1877},
year = {2021},
url = {https://doi.org/10.3390/sym13101877},
doi = {10.3390/SYM13101877},
timestamp = {Thu, 18 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/symmetry/DuanZTH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tii/PiaoWSZCY21,
author = {Minnan Piao and
Ying Wang and
Mingwei Sun and
Xinhua Zhang and
Zengqiang Chen and
Yongyi Yan},
title = {Fixed-Time-Convergent Generalized Extended State Observer Based Motor
Control Subject to Multiple Disturbances},
journal = {{IEEE} Trans. Ind. Informatics},
volume = {17},
number = {12},
pages = {8066--8079},
year = {2021},
url = {https://doi.org/10.1109/TII.2021.3059774},
doi = {10.1109/TII.2021.3059774},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tii/PiaoWSZCY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aime/BiggsFDMFMZC21,
author = {Mikayla Biggs and
Carla Floricel and
Lisanne van Dijk and
Abdallah Sherif Radwan Mohamed and
Clifton David Fuller and
G. Elisabeta Marai and
Xinhua Zhang and
Guadalupe Canahuate},
editor = {Allan Tucker and
Pedro Henriques Abreu and
Jaime S. Cardoso and
Pedro Pereira Rodrigues and
David Ria{\~{n}}o},
title = {Identifying Symptom Clusters Through Association Rule Mining},
booktitle = {Artificial Intelligence in Medicine - 19th International Conference
on Artificial Intelligence in Medicine, {AIME} 2021, Virtual Event,
June 15-18, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12721},
pages = {491--496},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-77211-6\_58},
doi = {10.1007/978-3-030-77211-6\_58},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aime/BiggsFDMFMZC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CrankoSZNK21,
author = {Zac Cranko and
Zhan Shi and
Xinhua Zhang and
Richard Nock and
Simon Kornblith},
editor = {Marina Meila and
Tong Zhang},
title = {Generalised Lipschitz Regularisation Equals Distributional 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 = {2178--2188},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/cranko21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CrankoSZNK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideas/WangCDMFZM21,
author = {Yaohua Wang and
Guadalupe Canahuate and
Lisanne van Dijk and
Abdallah Sherif Radwan Mohamed and
Clifton David Fuller and
Xinhua Zhang and
Georgeta Elisabeta Marai},
title = {Predicting late symptoms of head and neck cancer treatment using {LSTM}
and patient reported outcomes},
booktitle = {{IDEAS} 2021: 25th International Database Engineering {\&} Applications
Symposium, Montreal, QC, Canada, July 14-16, 2021},
pages = {273--279},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3472163.3472177},
doi = {10.1145/3472163.3472177},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ideas/WangCDMFZM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BashiriZZ21,
author = {Mohammad Ali Bashiri and
Brian D. Ziebart and
Xinhua Zhang},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Distributionally Robust Imitation Learning},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {24404--24417},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/cc8090c4d2791cdd9cd2cb3c24296190-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/BashiriZZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiJZ21,
author = {Mao Li and
Kaiqi Jiang and
Xinhua Zhang},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Implicit Task-Driven Probability Discrepancy Measure for Unsupervised
Domain Adaptation},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {25824--25838},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/d82f9436247aa0049767b776dceab4ed-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/LiJZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spe/KeCSLZZL20,
author = {Hengjin Ke and
Dan Chen and
Tejal Shah and
Xianzeng Liu and
Xinhua Zhang and
Lei Zhang and
Xiaoli Li},
title = {Cloud-aided online {EEG} classification system for brain healthcare:
{A} case study of depression evaluation with a lightweight {CNN}},
journal = {Softw. Pract. Exp.},
volume = {50},
number = {5},
pages = {596--610},
year = {2020},
url = {https://doi.org/10.1002/spe.2668},
doi = {10.1002/SPE.2668},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/spe/KeCSLZZL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsc/KeCSZLZL20,
author = {Hengjin Ke and
Dan Chen and
Benyun Shi and
Jindong Zhang and
Xianzeng Liu and
Xinhua Zhang and
Xiaoli Li},
title = {Improving Brain E-Health Services via High-Performance {EEG} Classification
With Grouping Bayesian Optimization},
journal = {{IEEE} Trans. Serv. Comput.},
volume = {13},
number = {4},
pages = {696--708},
year = {2020},
url = {https://doi.org/10.1109/TSC.2019.2962673},
doi = {10.1109/TSC.2019.2962673},
timestamp = {Wed, 26 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsc/KeCSZLZL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MaGYZ20,
author = {Yingyi Ma and
Vignesh Ganapathiraman and
Yaoliang Yu and
Xinhua Zhang},
title = {Convex Representation Learning for Generalized Invariance in Semi-Inner-Product
Space},
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 = {6532--6542},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/ma20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/MaGYZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/JinSPZ20,
author = {Hongwei Jin and
Zhan Shi and
Venkata Jaya Shankar Ashish Peruri and
Xinhua Zhang},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Certified Robustness of Graph Convolution Networks for Graph Classification
under Topological Attacks},
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/609a199881ca4ba9c95688235cd6ac5c-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/JinSPZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiMZ20,
author = {Mao Li and
Yingyi Ma and
Xinhua Zhang},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Proximal Mapping for Deep Regularization},
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/8606bdb6f1fa707fc6ca309943eea443-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LiMZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/JinZ20,
author = {Hongwei Jin and
Xinhua Zhang},
editor = {Frank Hutter and
Kristian Kersting and
Jefrey Lijffijt and
Isabel Valera},
title = {Robust Training of Graph Convolutional Networks via Latent Perturbation},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2020, Ghent, Belgium, September 14-18, 2020, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12459},
pages = {394--411},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-67664-3\_24},
doi = {10.1007/978-3-030-67664-3\_24},
timestamp = {Mon, 01 Mar 2021 08:53:06 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/JinZ20.bib},
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author = {Zac Cranko and
Zhan Shi and
Xinhua Zhang and
Richard Nock and
Simon Kornblith},
title = {Generalised Lipschitz Regularisation Equals Distributional Robustness},
journal = {CoRR},
volume = {abs/2002.04197},
year = {2020},
url = {https://arxiv.org/abs/2002.04197},
eprinttype = {arXiv},
eprint = {2002.04197},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-04197.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Yingyi Ma and
Vignesh Ganapathiraman and
Yaoliang Yu and
Xinhua Zhang},
title = {Convex Representation Learning for Generalized Invariance in Semi-Inner-Product
Space},
journal = {CoRR},
volume = {abs/2004.12209},
year = {2020},
url = {https://arxiv.org/abs/2004.12209},
eprinttype = {arXiv},
eprint = {2004.12209},
timestamp = {Tue, 28 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-12209.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/corr/abs-2006-07822,
author = {Mao Li and
Yingyi Ma and
Xinhua Zhang},
title = {Proximal Mapping for Deep Regularization},
journal = {CoRR},
volume = {abs/2006.07822},
year = {2020},
url = {https://arxiv.org/abs/2006.07822},
eprinttype = {arXiv},
eprint = {2006.07822},
timestamp = {Wed, 17 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-07822.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/sensors/LiZZ19,
author = {Peng Li and
Xinhua Zhang and
Wenlong Zhang},
title = {Direction of Arrival Estimation Using Two Hydrophones: Frequency Diversity
Technique for Passive Sonar},
journal = {Sensors},
volume = {19},
number = {9},
pages = {2001},
year = {2019},
url = {https://doi.org/10.3390/s19092001},
doi = {10.3390/S19092001},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/LiZZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/MaGZ19,
author = {Yingyi Ma and
Vignesh Ganapathiraman and
Xinhua Zhang},
editor = {Kamalika Chaudhuri and
Masashi Sugiyama},
title = {Learning Invariant Representations with Kernel Warping},
booktitle = {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},
pages = {1003--1012},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v89/ma19a.html},
timestamp = {Fri, 07 Jun 2019 09:03:47 +0200},
biburl = {https://dblp.org/rec/conf/aistats/MaGZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/icann/KeCZZLL19,
author = {Hengjin Ke and
Dan Chen and
Lei Zhang and
Xinhua Zhang and
Xianzeng Liu and
Xiaoli Li},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Inter-region Synchronization Analysis Based on Heterogeneous Matrix
Similarity Measurement},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {258--272},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_27},
doi = {10.1007/978-3-030-30493-5\_27},
timestamp = {Wed, 29 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/KeCZZLL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/kdd/RamanSMZYV19,
author = {Parameswaran Raman and
Sriram Srinivasan and
Shin Matsushima and
Xinhua Zhang and
Hyokun Yun and
S. V. N. Vishwanathan},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {Scaling Multinomial Logistic Regression via Hybrid Parallelism},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {1460--1470},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3330837},
doi = {10.1145/3292500.3330837},
timestamp = {Tue, 16 Aug 2022 23:04:27 +0200},
biburl = {https://dblp.org/rec/conf/kdd/RamanSMZYV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/ZhangW19,
author = {Xinhua Zhang and
Lance R. Williams},
title = {Euclidean Invariant Recognition of 2D Shapes Using Histograms of Magnitudes
of Local Fourier-Mellin Descriptors},
booktitle = {{IEEE} Winter Conference on Applications of Computer Vision, {WACV}
2019, Waikoloa Village, HI, USA, January 7-11, 2019},
pages = {303--311},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/WACV.2019.00038},
doi = {10.1109/WACV.2019.00038},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wacv/ZhangW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/LiZLZ18,
author = {Peng Li and
Xinhua Zhang and
Lanrui Li and
Wenlong Zhang},
title = {An Improved Inverse Beamforming Method: Azimuth Resolution Analysis
for Weak Target Detection},
journal = {Sensors},
volume = {18},
number = {12},
pages = {4160},
year = {2018},
url = {https://doi.org/10.3390/s18124160},
doi = {10.3390/S18124160},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/LiZLZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccae/ZhuZ18,
author = {Jun Zhu and
Xinhua Zhang},
title = {Foreground Object Detection Combining Gaussian Mixture Model and Inter-Frame
Difference in the Application of Classroom recording Apparatus},
booktitle = {Proceedings of the 2018 10th International Conference on Computer
and Automation Engineering, {ICCAE} 2018, Brisbane, Australia, February
24-26, 2018},
pages = {111--115},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3192975.3193020},
doi = {10.1145/3192975.3193020},
timestamp = {Wed, 21 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccae/ZhuZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FathonyBZZ18,
author = {Rizal Fathony and
Sima Behpour and
Xinhua Zhang and
Brian D. Ziebart},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Efficient and Consistent Adversarial Bipartite Matching},
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 = {1456--1465},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/fathony18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:30 +0200},
biburl = {https://dblp.org/rec/conf/icml/FathonyBZZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GanapathiramanS18,
author = {Vignesh Ganapathiraman and
Zhan Shi and
Xinhua Zhang and
Yaoliang Yu},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Inductive Two-layer Modeling with Parametric Bregman Transfer},
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 = {1622--1631},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/ganapathiraman18a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GanapathiramanS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isvc/ZhangWK18,
author = {Xinhua Zhang and
Yijing Watkins and
Garrett T. Kenyon},
editor = {George Bebis and
Richard Boyle and
Bahram Parvin and
Darko Koracin and
Matt Turek and
Srikumar Ramalingam and
Kai Xu and
Stephen Lin and
Bilal Alsallakh and
Jing Yang and
Eduardo Cuervo and
Jonathan Ventura},
title = {Can Deep Learning Learn the Principle of Closed Contour Detection?},
booktitle = {Advances in Visual Computing - 13th International Symposium, {ISVC}
2018, Las Vegas, NV, USA, November 19-21, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11241},
pages = {455--460},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-03801-4\_40},
doi = {10.1007/978-3-030-03801-4\_40},
timestamp = {Tue, 14 May 2019 10:00:44 +0200},
biburl = {https://dblp.org/rec/conf/isvc/ZhangWK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FathonyRBZZ18,
author = {Rizal Fathony and
Ashkan Rezaei and
Mohammad Ali Bashiri and
Xinhua Zhang and
Brian D. Ziebart},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Distributionally Robust Graphical Models},
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 = {8354--8365},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/79a3308b13cd31f096d8a4a34f96b66b-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/FathonyRBZZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-07737,
author = {Parameswaran Kamalaruban and
Robert C. Williamson and
Xinhua Zhang},
title = {Exp-Concavity of Proper Composite Losses},
journal = {CoRR},
volume = {abs/1805.07737},
year = {2018},
url = {http://arxiv.org/abs/1805.07737},
eprinttype = {arXiv},
eprint = {1805.07737},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-07737.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-02728,
author = {Rizal Fathony and
Ashkan Rezaei and
Mohammad Ali Bashiri and
Xinhua Zhang and
Brian D. Ziebart},
title = {Distributionally Robust Graphical Models},
journal = {CoRR},
volume = {abs/1811.02728},
year = {2018},
url = {http://arxiv.org/abs/1811.02728},
eprinttype = {arXiv},
eprint = {1811.02728},
timestamp = {Mon, 26 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-02728.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-07526,
author = {Rizal Fathony and
Kaiser Asif and
Anqi Liu and
Mohammad Ali Bashiri and
Wei Xing and
Sima Behpour and
Xinhua Zhang and
Brian D. Ziebart},
title = {Consistent Robust Adversarial Prediction for General Multiclass Classification},
journal = {CoRR},
volume = {abs/1812.07526},
year = {2018},
url = {http://arxiv.org/abs/1812.07526},
eprinttype = {arXiv},
eprint = {1812.07526},
timestamp = {Thu, 03 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-07526.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/YuZS17,
author = {Yaoliang Yu and
Xinhua Zhang and
Dale Schuurmans},
title = {Generalized Conditional Gradient for Sparse Estimation},
journal = {J. Mach. Learn. Res.},
volume = {18},
pages = {144:1--144:46},
year = {2017},
url = {http://jmlr.org/papers/v18/14-348.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/YuZS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmei/ZhangLHYLH17,
author = {Xinhua Zhang and
Changri Luo and
Tingting He and
Xiaoli Yang and
Zizhou Lu and
Baohua Huang},
editor = {Qingli Li and
Lipo Wang and
Mei Zhou and
Li Sun and
Song Qiu and
Hongying Liu},
title = {Online learner emotional analysis based on big dataset of online learning
forum},
booktitle = {10th International Congress on Image and Signal Processing, BioMedical
Engineering and Informatics, {CISP-BMEI} 2017, Shanghai, China, October
14-16, 2017},
pages = {1--5},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/CISP-BMEI.2017.8302316},
doi = {10.1109/CISP-BMEI.2017.8302316},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/bmei/ZhangLHYLH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BashiriZ17,
author = {Mohammad Ali Bashiri and
Xinhua Zhang},
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 = {Decomposition-Invariant Conditional Gradient for General Polytopes
with Line Search},
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 = {2690--2700},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/99adff456950dd9629a5260c4de21858-Abstract.html},
timestamp = {Thu, 21 Jan 2021 13:58:27 +0100},
biburl = {https://dblp.org/rec/conf/nips/BashiriZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ShiZY17,
author = {Zhan Shi and
Xinhua Zhang and
Yaoliang Yu},
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 = {Bregman Divergence for Stochastic Variance Reduction: Saddle-Point
and Adversarial Prediction},
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 = {6031--6041},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/b6e710870acb098e584277457ba89d68-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ShiZY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MatsushimaYZV17,
author = {Shin Matsushima and
Hyokun Yun and
Xinhua Zhang and
S. V. N. Vishwanathan},
editor = {Michelangelo Ceci and
Jaakko Hollm{\'{e}}n and
Ljupco Todorovski and
Celine Vens and
Saso Dzeroski},
title = {Distributed Stochastic Optimization of Regularized Risk via Saddle-Point
Problem},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2017, Skopje, Macedonia, September 18-22, 2017, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {10534},
pages = {460--476},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-71249-9\_28},
doi = {10.1007/978-3-319-71249-9\_28},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/MatsushimaYZV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/Zhang17,
author = {Xinhua Zhang},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Covariance Matrix},
booktitle = {Encyclopedia of Machine Learning and Data Mining},
pages = {290--293},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-1-4899-7687-1\_57},
doi = {10.1007/978-1-4899-7687-1\_57},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/Zhang17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/Zhang17a,
author = {Xinhua Zhang},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Empirical Risk Minimization},
booktitle = {Encyclopedia of Machine Learning and Data Mining},
pages = {392--393},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-1-4899-7687-1\_79},
doi = {10.1007/978-1-4899-7687-1\_79},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/Zhang17a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/Zhang17b,
author = {Xinhua Zhang},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Gaussian Distribution},
booktitle = {Encyclopedia of Machine Learning and Data Mining},
pages = {531--535},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-1-4899-7687-1\_107},
doi = {10.1007/978-1-4899-7687-1\_107},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/Zhang17b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/Zhang17c,
author = {Xinhua Zhang},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Kernel Methods},
booktitle = {Encyclopedia of Machine Learning and Data Mining},
pages = {690--695},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-1-4899-7687-1\_144},
doi = {10.1007/978-1-4899-7687-1\_144},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/Zhang17c.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/Zhang17d,
author = {Xinhua Zhang},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Regularization},
booktitle = {Encyclopedia of Machine Learning and Data Mining},
pages = {1083--1088},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-1-4899-7687-1\_718},
doi = {10.1007/978-1-4899-7687-1\_718},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/Zhang17d.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/Zhang17e,
author = {Xinhua Zhang},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Structural Risk Minimization},
booktitle = {Encyclopedia of Machine Learning and Data Mining},
pages = {1200--1201},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-1-4899-7687-1\_799},
doi = {10.1007/978-1-4899-7687-1\_799},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/Zhang17e.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@incollection{DBLP:reference/ml/Zhang17f,
author = {Xinhua Zhang},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Support Vector Machines},
booktitle = {Encyclopedia of Machine Learning and Data Mining},
pages = {1214--1220},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-1-4899-7687-1\_810},
doi = {10.1007/978-1-4899-7687-1\_810},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/Zhang17f.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/staeors/ChenTBHHZSHZ16,
author = {Sheng Chen and
Yudong Tian and
Ali Behrangi and
Junjun Hu and
Yang Hong and
Zengxin Zhang and
Phillip M. Stepanian and
Baoqing Hu and
Xinhua Zhang},
title = {Precipitation Spectra Analysis Over China With High-Resolution Measurements
From Optimally Merged Satellite/Gauge Observations - Part {I:} Spatial
and Seasonal Analysis},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {9},
number = {7},
pages = {2966--2978},
year = {2016},
url = {https://doi.org/10.1109/JSTARS.2016.2529003},
doi = {10.1109/JSTARS.2016.2529003},
timestamp = {Thu, 14 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/staeors/ChenTBHHZSHZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/staeors/ChenBTHHTHSHZ16,
author = {Sheng Chen and
Ali Behrangi and
Yudong Tian and
Junjun Hu and
Yang Hong and
Qiuhong Tang and
Xiao{-}Ming Hu and
Phillip M. Stepanian and
Baoqing Hu and
Xinhua Zhang},
title = {Precipitation Spectra Analysis Over China With High-Resolution Measurements
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author = {Hao Cheng and
Yaoliang Yu and
Xinhua Zhang and
Eric P. Xing and
Dale Schuurmans},
editor = {Arthur Gretton and
Christian C. Robert},
title = {Scalable and Sound Low-Rank Tensor Learning},
booktitle = {Proceedings of the 19th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2016, Cadiz, Spain, May 9-11, 2016},
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author = {Vignesh Ganapathiraman and
Xinhua Zhang and
Yaoliang Yu and
Junfeng Wen},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Convex Two-Layer Modeling with Latent Structure},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
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author = {Parameswaran Raman and
Shin Matsushima and
Xinhua Zhang and
Hyokun Yun and
S. V. N. Vishwanathan},
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Multinomial Logistic Regression},
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Tingting He and
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Zibo Zhou},
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author = {Hao Guo and
Sheng Chen and
Anming Bao and
Jujun Hu and
Abebe S. Gebregiorgis and
Xianwu Xue and
Xinhua Zhang},
title = {Inter-Comparison of High-Resolution Satellite Precipitation Products
over Central Asia},
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author = {Sheng Chen and
Junjun Hu and
Zengxin Zhang and
Ali Behrangi and
Yang Hong and
Abebe S. Gebregiorgis and
Jianrong Cao and
Baoqing Hu and
Xianwu Xue and
Xinhua Zhang},
title = {Hydrologic Evaluation of the {TRMM} Multisatellite Precipitation Analysis
Over Ganjiang Basin in Humid Southeastern China},
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author = {Sheng Chen and
Jian Zhang and
Esther Mullens and
Yang Hong and
Ali Behrangi and
Yudong Tian and
Xiao{-}Ming Hu and
Junjun Hu and
Zengxin Zhang and
Xinhua Zhang},
title = {Mapping the Precipitation Type Distribution Over the Contiguous United
States Using {NOAA/NSSL} National Multi-Sensor Mosaic {QPE}},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
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author = {Sheng Chen and
Yang Hong and
Qing Cao and
Yudong Tian and
Junjun Hu and
Xinhua Zhang and
Weiyue Li and
Nicholas Carr and
Xinyi Shen and
Lei Qiao},
title = {Intercomparison of Precipitation Estimates From {WSR-88D} Radar and
{TRMM} Measurement Over Continental United States},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {53},
number = {8},
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year = {2015},
url = {https://doi.org/10.1109/TGRS.2015.2399307},
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timestamp = {Thu, 14 Jan 2021 00:00:00 +0100},
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@inproceedings{DBLP:conf/bionetics/ZhangK15,
author = {Xinhua Zhang and
Garrett T. Kenyon},
editor = {Junichi Suzuki and
Tadashi Nakano and
Henry Hess},
title = {A Deconvolutional Strategy for Implementing Large Patch Sizes Supports
Improved Image Classification},
booktitle = {{BICT} 2015, Proceedings of the 9th {EAI} International Conference
on Bio-inspired Information and Communications Technologies (formerly
BIONETICS), New York City, United States, December 3-5, 2015},
pages = {529--534},
publisher = {{ICST/ACM}},
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author = {Dylan M. Paiton and
Sheng Y. Lundquist and
William Shainin and
Xinhua Zhang and
Peter F. Schultz and
Garrett T. Kenyon},
editor = {Junichi Suzuki and
Tadashi Nakano and
Henry Hess},
title = {A Deconvolutional Competitive Algorithm for Building Sparse Hierarchical
Representations},
booktitle = {{BICT} 2015, Proceedings of the 9th {EAI} International Conference
on Bio-inspired Information and Communications Technologies (formerly
BIONETICS), New York City, United States, December 3-5, 2015},
pages = {535--542},
publisher = {{ICST/ACM}},
year = {2015},
url = {http://dl.acm.org/citation.cfm?id=2954734},
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author = {Parameswaran Kamalaruban and
Robert C. Williamson and
Xinhua Zhang},
editor = {Peter Gr{\"{u}}nwald and
Elad Hazan and
Satyen Kale},
title = {Exp-Concavity of Proper Composite Losses},
booktitle = {Proceedings of The 28th Conference on Learning Theory, {COLT} 2015,
Paris, France, July 3-6, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {40},
pages = {1035--1065},
publisher = {JMLR.org},
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url = {http://proceedings.mlr.press/v40/Kamalaruban15.html},
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author = {Quanxiang Wang and
Zhiyue Zhang and
Xinhua Zhang and
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author = {Xinhua Zhang and
Ankan Saha and
S. V. N. Vishwanathan},
title = {Accelerated training of max-margin Markov networks with kernels},
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pages = {88--102},
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author = {Hengshuai Yao and
Csaba Szepesv{\'{a}}ri and
Bernardo {\'{A}}vila Pires and
Xinhua Zhang},
title = {Pseudo-MDPs and factored linear action models},
booktitle = {2014 {IEEE} Symposium on Adaptive Dynamic Programming and Reinforcement
Learning, {ADPRL} 2014, Orlando, FL, USA, December 9-12, 2014},
pages = {1--9},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ADPRL.2014.7010633},
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@inproceedings{DBLP:conf/nips/ChenZZ14,
author = {Changyou Chen and
Jun Zhu and
Xinhua Zhang},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Robust Bayesian Max-Margin Clustering},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {532--540},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/8dd48d6a2e2cad213179a3992c0be53c-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
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author = {{\"{O}}zlem Aslan and
Xinhua Zhang and
Dale Schuurmans},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Convex Deep Learning via Normalized Kernels},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {3275--3283},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/4f398cb9d6bc79ae567298335b51ba8a-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/AslanZS14.bib},
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author = {Xianghang Liu and
Xinhua Zhang and
Tib{\'{e}}rio S. Caetano},
editor = {Toon Calders and
Floriana Esposito and
Eyke H{\"{u}}llermeier and
Rosa Meo},
title = {Bayesian Models for Structured Sparse Estimation via Set Cover Prior},
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 = {273--289},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-662-44851-9\_18},
doi = {10.1007/978-3-662-44851-9\_18},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
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author = {Yaoliang Yu and
Xinhua Zhang and
Dale Schuurmans},
title = {Generalized Conditional Gradient for Sparse Estimation},
journal = {CoRR},
volume = {abs/1410.4828},
year = {2014},
url = {http://arxiv.org/abs/1410.4828},
eprinttype = {arXiv},
eprint = {1410.4828},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YuZS14.bib},
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@inproceedings{DBLP:conf/colt/NieWVZ13,
author = {Jiazhong Nie and
Manfred K. Warmuth and
S. V. N. Vishwanathan and
Xinhua Zhang},
editor = {Shai Shalev{-}Shwartz and
Ingo Steinwart},
title = {Open Problem: Lower bounds for Boosting with Hadamard Matrices},
booktitle = {{COLT} 2013 - The 26th Annual Conference on Learning Theory, June
12-14, 2013, Princeton University, NJ, {USA}},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {30},
pages = {1076--1079},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v30/Nie13.html},
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biburl = {https://dblp.org/rec/conf/colt/NieWVZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Jinghua Ji and
Wenxiang Zhao and
Qian Chen and
Xinhua Zhang and
Jianxun Tang and
Guohai Liu},
title = {Multi-phase fault-tolerant switched-flux permanent magnet motors having
odd rotor pole number},
booktitle = {22nd {IEEE} International Symposium on Industrial Electronics, {ISIE}
2013, Taipei, Taiwan, May 28-31, 2013},
pages = {1--4},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ISIE.2013.6563830},
doi = {10.1109/ISIE.2013.6563830},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isie/JiZCZTL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/nips/ZhangYS13,
author = {Xinhua Zhang and
Yaoliang Yu and
Dale Schuurmans},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {Polar Operators for Structured Sparse Estimation},
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 = {82--90},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/92cc227532d17e56e07902b254dfad10-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ZhangYS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/nips/ZhangLT13,
author = {Xinhua Zhang and
Wee Sun Lee and
Yee Whye Teh},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {Learning with Invariance via Linear Functionals on Reproducing Kernel
Hilbert Space},
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 = {2031--2039},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/93d65641ff3f1586614cf2c1ad240b6c-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ZhangLT13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/nips/AslanCZS13,
author = {{\"{O}}zlem Aslan and
Hao Cheng and
Xinhua Zhang and
Dale Schuurmans},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {Convex Two-Layer Modeling},
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 = {2985--2993},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/a9be4c2a4041cadbf9d61ae16dd1389e-Abstract.html},
timestamp = {Thu, 12 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/AslanCZS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/psb/ShiZLLS13,
author = {Yi Shi and
Xinhua Zhang and
Xiaoping Liao and
Guohui Lin and
Dale Schuurmans},
editor = {Russ B. Altman and
A. Keith Dunker and
Lawrence Hunter and
Tiffany Murray and
Teri E. Klein},
title = {Protein-chemical Interaction Prediction via Kernelized Sparse Learning
{SVM}},
booktitle = {Biocomputing 2013: Proceedings of the Pacific Symposium, Kohala Coast,
Hawaii, USA, January 3-7, 2013},
pages = {41--52},
publisher = {World Scientific Publishing},
year = {2013},
url = {http://psb.stanford.edu/psb-online/proceedings/psb13/shi.pdf},
timestamp = {Thu, 12 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/psb/ShiZLLS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/uai/ChengZS13,
author = {Hao Cheng and
Xinhua Zhang and
Dale Schuurmans},
editor = {Ann E. Nicholson and
Padhraic Smyth},
title = {Convex Relaxations of Bregman Divergence Clustering},
booktitle = {Proceedings of the Twenty-Ninth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2013, Bellevue, WA, USA, August 11-15, 2013},
publisher = {{AUAI} Press},
year = {2013},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2377\&\#38;proceeding\_id=29},
timestamp = {Thu, 12 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/ChengZS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/corr/ChengZS13,
author = {Hao Cheng and
Xinhua Zhang and
Dale Schuurmans},
title = {Convex Relaxations of Bregman Divergence Clustering},
journal = {CoRR},
volume = {abs/1309.6823},
year = {2013},
url = {http://arxiv.org/abs/1309.6823},
eprinttype = {arXiv},
eprint = {1309.6823},
timestamp = {Thu, 12 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/ChengZS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Xinhua Zhang and
Ankan Saha and
S. V. N. Vishwanathan},
title = {Smoothing multivariate performance measures},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {3623--3680},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2503358},
doi = {10.5555/2503308.2503358},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ZhangSV12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/icml/NeufeldYZKS12,
author = {James Neufeld and
Yaoliang Yu and
Xinhua Zhang and
Ryan Kiros and
Dale Schuurmans},
title = {Regularizers versus Losses for Nonlinear Dimensionality Reduction:
{A} Factored View with New Convex Relaxations},
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/899.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/NeufeldYZKS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/nips/WhiteYZS12,
author = {Martha White and
Yaoliang Yu and
Xinhua Zhang and
Dale Schuurmans},
editor = {Peter L. Bartlett and
Fernando C. N. Pereira and
Christopher J. C. Burges and
L{\'{e}}on Bottou and
Kilian Q. Weinberger},
title = {Convex Multi-view Subspace Learning},
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 = {1682--1690},
year = {2012},
url = {https://proceedings.neurips.cc/paper/2012/hash/1141938ba2c2b13f5505d7c424ebae5f-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/WhiteYZS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhangYS12,
author = {Xinhua Zhang and
Yaoliang Yu and
Dale Schuurmans},
editor = {Peter L. Bartlett and
Fernando C. N. Pereira and
Christopher J. C. Burges and
L{\'{e}}on Bottou and
Kilian Q. Weinberger},
title = {Accelerated Training for Matrix-norm Regularization: {A} Boosting
Approach},
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 = {2915--2923},
year = {2012},
url = {https://proceedings.neurips.cc/paper/2012/hash/1ee3dfcd8a0645a25a35977997223d22-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ZhangYS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wabi/ShiLZLS12,
author = {Yi Shi and
Xiaoping Liao and
Xinhua Zhang and
Guohui Lin and
Dale Schuurmans},
editor = {Benjamin J. Raphael and
Jijun Tang},
title = {Sparse Learning Based Linear Coherent Bi-clustering},
booktitle = {Algorithms in Bioinformatics - 12th International Workshop, {WABI}
2012, Ljubljana, Slovenia, September 10-12, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7534},
pages = {346--364},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33122-0\_28},
doi = {10.1007/978-3-642-33122-0\_28},
timestamp = {Thu, 12 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wabi/ShiLZLS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1202-3776,
author = {Xinhua Zhang and
Ankan Saha and
S. V. N. Vishwanathan},
title = {Smoothing Multivariate Performance Measures},
journal = {CoRR},
volume = {abs/1202.3776},
year = {2012},
url = {http://arxiv.org/abs/1202.3776},
eprinttype = {arXiv},
eprint = {1202.3776},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1202-3776.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhangYWHS11,
author = {Xinhua Zhang and
Yaoliang Yu and
Martha White and
Ruitong Huang and
Dale Schuurmans},
editor = {Wolfram Burgard and
Dan Roth},
title = {Convex Sparse Coding, Subspace Learning, and Semi-Supervised Extensions},
booktitle = {Proceedings of the Twenty-Fifth {AAAI} Conference on Artificial Intelligence,
{AAAI} 2011, San Francisco, California, USA, August 7-11, 2011},
pages = {567--573},
publisher = {{AAAI} Press},
year = {2011},
url = {https://doi.org/10.1609/aaai.v25i1.7935},
doi = {10.1609/AAAI.V25I1.7935},
timestamp = {Mon, 04 Sep 2023 16:05:54 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhangYWHS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/ZhangSV11,
author = {Xinhua Zhang and
Ankan Saha and
S. V. N. Vishwanathan},
editor = {Jyrki Kivinen and
Csaba Szepesv{\'{a}}ri and
Esko Ukkonen and
Thomas Zeugmann},
title = {Accelerated Training of Max-Margin Markov Networks with Kernels},
booktitle = {Algorithmic Learning Theory - 22nd International Conference, {ALT}
2011, Espoo, Finland, October 5-7, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6925},
pages = {292--307},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-24412-4\_24},
doi = {10.1007/978-3-642-24412-4\_24},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/alt/ZhangSV11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emeit/RenZW11,
author = {Fujun Ren and
Xinhua Zhang and
Long Wang},
title = {A new method of the image pattern recognition based on neural networks},
booktitle = {International Conference on Electronic and Mechanical Engineering
and Information Technology, {EMEIT} 2011, Harbin, Heilongjiang, China,
12-14 August, 2011},
pages = {3840--3843},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/EMEIT.2011.6023833},
doi = {10.1109/EMEIT.2011.6023833},
timestamp = {Mon, 09 Aug 2021 14:53:48 +0200},
biburl = {https://dblp.org/rec/conf/emeit/RenZW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icawst/ZhangFXK11,
author = {Xinhua Zhang and
Wentao Fan and
Zhijun Xia and
Chunyu Kang},
title = {Tow ship interference cancelling based on blind source separation
algorithm},
booktitle = {3rd International Conference on Awareness Science and Technology,
iCAST 2011, Dalian, China, September 27-30, 2011},
pages = {465--468},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ICAwST.2011.6163196},
doi = {10.1109/ICAWST.2011.6163196},
timestamp = {Mon, 09 Aug 2021 14:54:04 +0200},
biburl = {https://dblp.org/rec/conf/icawst/ZhangFXK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/soda/SahaVZ11,
author = {Ankan Saha and
S. V. N. Vishwanathan and
Xinhua Zhang},
editor = {Dana Randall},
title = {New Approximation Algorithms for Minimum Enclosing Convex Shapes},
booktitle = {Proceedings of the Twenty-Second Annual {ACM-SIAM} Symposium on Discrete
Algorithms, {SODA} 2011, San Francisco, California, USA, January 23-25,
2011},
pages = {1146--1160},
publisher = {{SIAM}},
year = {2011},
url = {https://doi.org/10.1137/1.9781611973082.86},
doi = {10.1137/1.9781611973082.86},
timestamp = {Tue, 02 Feb 2021 17:07:23 +0100},
biburl = {https://dblp.org/rec/conf/soda/SahaVZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ZhangSV11,
author = {Xinhua Zhang and
Ankan Saha and
S. V. N. Vishwanathan},
editor = {F{\'{a}}bio Gagliardi Cozman and
Avi Pfeffer},
title = {Smoothing Multivariate Performance Measures},
booktitle = {{UAI} 2011, Proceedings of the Twenty-Seventh Conference on Uncertainty
in Artificial Intelligence, Barcelona, Spain, July 14-17, 2011},
pages = {814--821},
publisher = {{AUAI} Press},
year = {2011},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2260\&\#38;proceeding\_id=27},
timestamp = {Wed, 03 Feb 2021 11:09:03 +0100},
biburl = {https://dblp.org/rec/conf/uai/ZhangSV11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/amc/LiZZL10,
author = {Kelin Li and
Liping Zhang and
Xinhua Zhang and
Zuoan Li},
title = {Stability in impulsive Cohen-Grossberg-type {BAM} neural networks
with distributed delays},
journal = {Appl. Math. Comput.},
volume = {215},
number = {11},
pages = {3970--3984},
year = {2010},
url = {https://doi.org/10.1016/j.amc.2009.12.001},
doi = {10.1016/J.AMC.2009.12.001},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/amc/LiZZL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spl/HanZ10,
author = {Dong Han and
Xinhua Zhang},
title = {Optimal Matrix Filter Design With Application to Filtering Short Data
Records},
journal = {{IEEE} Signal Process. Lett.},
volume = {17},
number = {5},
pages = {521--524},
year = {2010},
url = {https://doi.org/10.1109/LSP.2010.2044850},
doi = {10.1109/LSP.2010.2044850},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spl/HanZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icnc/ZhangLL10,
author = {Xinhua Zhang and
Zuoan Li and
Kelin Li},
title = {Existence and exponential stability of periodic solution for Cohen-Grossberg
neural networks with hybrid delays},
booktitle = {Sixth International Conference on Natural Computation, {ICNC} 2010,
Yantai, Shandong, China, 10-12 August 2010},
pages = {1093--1097},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ICNC.2010.5583699},
doi = {10.1109/ICNC.2010.5583699},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/icnc/ZhangLL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interaction/LiangZ10,
author = {Jinming Liang and
Xinhua Zhang},
editor = {Yi Peng and
Gang Kou and
Franz I. S. Ko and
Yong Zeng and
Kae{-}Dal Kwack},
title = {Periodicity of Cohen-Grossberg-type fuzzy neural networks with time-varying
delays and impulses},
booktitle = {Proceedings of the 3rd International Conference on Information Sciences
and Interaction Sciences {(ICIS} 2010), Chengdu, China, June 23-25,
2010},
pages = {357--362},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ICICIS.2010.5534804},
doi = {10.1109/ICICIS.2010.5534804},
timestamp = {Mon, 21 Jun 2021 12:14:56 +0200},
biburl = {https://dblp.org/rec/conf/interaction/LiangZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhangSV10,
author = {Xinhua Zhang and
Ankan Saha and
S. V. N. Vishwanathan},
editor = {John D. Lafferty and
Christopher K. I. Williams and
John Shawe{-}Taylor and
Richard S. Zemel and
Aron Culotta},
title = {Lower Bounds on Rate of Convergence of Cutting Plane Methods},
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 = {2541--2549},
publisher = {Curran Associates, Inc.},
year = {2010},
url = {https://proceedings.neurips.cc/paper/2010/hash/e53a0a2978c28872a4505bdb51db06dc-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ZhangSV10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/ZhangGH10,
author = {Xinhua Zhang and
Thore Graepel and
Ralf Herbrich},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Bayesian Online Learning for Multi-label and Multi-variate Performance
Measures},
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 = {956--963},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/zhang10b.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ZhangGH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/Zhang10,
author = {Xinhua Zhang},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Covariance Matrix},
booktitle = {Encyclopedia of Machine Learning},
pages = {235--238},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-0-387-30164-8\_183},
doi = {10.1007/978-0-387-30164-8\_183},
timestamp = {Wed, 14 Nov 2018 10:51:34 +0100},
biburl = {https://dblp.org/rec/reference/ml/Zhang10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/Zhang10a,
author = {Xinhua Zhang},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Empirical Risk Minimization},
booktitle = {Encyclopedia of Machine Learning},
pages = {312},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-0-387-30164-8\_251},
doi = {10.1007/978-0-387-30164-8\_251},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/Zhang10a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/Zhang10b,
author = {Xinhua Zhang},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Gaussian Distribution},
booktitle = {Encyclopedia of Machine Learning},
pages = {425--428},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-0-387-30164-8\_323},
doi = {10.1007/978-0-387-30164-8\_323},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/Zhang10b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/Zhang10c,
author = {Xinhua Zhang},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Kernel Methods},
booktitle = {Encyclopedia of Machine Learning},
pages = {566--570},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-0-387-30164-8\_430},
doi = {10.1007/978-0-387-30164-8\_430},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/Zhang10c.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/Zhang10d,
author = {Xinhua Zhang},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Regularization},
booktitle = {Encyclopedia of Machine Learning},
pages = {845--849},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-0-387-30164-8\_712},
doi = {10.1007/978-0-387-30164-8\_712},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/Zhang10d.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/Zhang10e,
author = {Xinhua Zhang},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Structural Risk Minimization},
booktitle = {Encyclopedia of Machine Learning},
pages = {929--930},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-0-387-30164-8\_793},
doi = {10.1007/978-0-387-30164-8\_793},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/Zhang10e.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/Zhang10f,
author = {Xinhua Zhang},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Support Vector Machines},
booktitle = {Encyclopedia of Machine Learning},
pages = {941--946},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-0-387-30164-8\_804},
doi = {10.1007/978-0-387-30164-8\_804},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/Zhang10f.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tac/LiZW10,
author = {Peng Li and
Xinhua Zhang and
Yinglin Wang},
title = {{SJTU} {CIT} at {TAC} 2010: Guided Summarization Task},
booktitle = {Proceedings of the Third Text Analysis Conference, {TAC} 2010, Gaithersburg,
Maryland, USA, November 15-16, 2010},
publisher = {{NIST}},
year = {2010},
url = {https://tac.nist.gov/publications/2010/participant.papers/SJTU\_CIT.proceedings.pdf},
timestamp = {Tue, 20 Aug 2019 13:25:20 +0200},
biburl = {https://dblp.org/rec/conf/tac/LiZW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1003-1354,
author = {Xinhua Zhang and
Ankan Saha and
S. V. N. Vishwanathan},
title = {Faster Rates for training Max-Margin Markov Networks},
journal = {CoRR},
volume = {abs/1003.1354},
year = {2010},
url = {http://arxiv.org/abs/1003.1354},
eprinttype = {arXiv},
eprint = {1003.1354},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1003-1354.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1011-0472,
author = {Xinhua Zhang and
Ankan Saha and
S. V. N. Vishwanathan},
title = {Regularized Risk Minimization by Nesterov's Accelerated Gradient Methods:
Algorithmic Extensions and Empirical Studies},
journal = {CoRR},
volume = {abs/1011.0472},
year = {2010},
url = {http://arxiv.org/abs/1011.0472},
eprinttype = {arXiv},
eprint = {1011.0472},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1011-0472.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cso/XiaZFQ09,
author = {Zhijun Xia and
Xinhua Zhang and
Wentao Fan and
Haimin Qian},
editor = {Lean Yu and
Kin Keung Lai and
Shashi Kant Mishra},
title = {Blind Adaptive Beamformer Based on Independent Component Analysis
for Underwater Passive Acoustic Source Separation},
booktitle = {Proceedings of the Second International Joint Conference on Computational
Sciences and Optimization, {CSO} 2009, Sanya, Hainan, China, 24-26
April 2009, Volume 1},
pages = {821--824},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/CSO.2009.153},
doi = {10.1109/CSO.2009.153},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cso/XiaZFQ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icnc/KangZH09,
author = {Chunyu Kang and
Xinhua Zhang and
Dong Han},
editor = {Haiying Wang and
Kay Soon Low and
Kexin Wei and
Junqing Sun},
title = {A New Kind of Method for {DOA} Estimation Based on Blind Source Separation
and {MVDR} Beamforming},
booktitle = {Fifth International Conference on Natural Computation, {ICNC} 2009,
Tianjian, China, 14-16 August 2009, 6 Volumes},
pages = {486--490},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICNC.2009.10},
doi = {10.1109/ICNC.2009.10},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icnc/KangZH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0909-1334,
author = {Ankan Saha and
Xinhua Zhang and
S. V. N. Vishwanathan},
title = {Lower Bounds for {BMRM} and Faster Rates for Training SVMs},
journal = {CoRR},
volume = {abs/0909.1334},
year = {2009},
url = {http://arxiv.org/abs/0909.1334},
eprinttype = {arXiv},
eprint = {0909.1334},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0909-1334.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ChengVZ08,
author = {Li Cheng and
S. V. N. Vishwanathan and
Xinhua Zhang},
title = {Consistent image analogies using semi-supervised learning},
booktitle = {2008 {IEEE} Computer Society Conference on Computer Vision and Pattern
Recognition {(CVPR} 2008), 24-26 June 2008, Anchorage, Alaska, {USA}},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/CVPR.2008.4587364},
doi = {10.1109/CVPR.2008.4587364},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/ChengVZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SongZSGS08,
author = {Le Song and
Xinhua Zhang and
Alexander J. Smola and
Arthur Gretton and
Bernhard Sch{\"{o}}lkopf},
editor = {William W. Cohen and
Andrew McCallum and
Sam T. Roweis},
title = {Tailoring density estimation via reproducing kernel moment matching},
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 = {992--999},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1390156.1390281},
doi = {10.1145/1390156.1390281},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SongZSGS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhangSGS08,
author = {Xinhua Zhang and
Le Song and
Arthur Gretton and
Alexander J. Smola},
editor = {Daphne Koller and
Dale Schuurmans and
Yoshua Bengio and
L{\'{e}}on Bottou},
title = {Kernel Measures of Independence for non-iid Data},
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 = {1937--1944},
publisher = {Curran Associates, Inc.},
year = {2008},
url = {https://proceedings.neurips.cc/paper/2008/hash/addfa9b7e234254d26e9c7f2af1005cb-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ZhangSGS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fskd/KangZ07,
author = {Chunyu Kang and
Xinhua Zhang},
editor = {J. Lei},
title = {A Fusion Algorithm of Multiple Classifiers for Recognition of Ships
Radiated{\_}Noises Based on Many-Person Decision-Makings Theory},
booktitle = {Fourth International Conference on Fuzzy Systems and Knowledge Discovery,
{FSKD} 2007, 24-27 August 2007, Haikou, Hainan, China, Proceedings,
Volume 2},
pages = {71--74},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/FSKD.2007.29},
doi = {10.1109/FSKD.2007.29},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/fskd/KangZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhangAV07,
author = {Xinhua Zhang and
Douglas Aberdeen and
S. V. N. Vishwanathan},
editor = {Zoubin Ghahramani},
title = {Conditional random fields for multi-agent reinforcement learning},
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 = {1143--1150},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1273496.1273640},
doi = {10.1145/1273496.1273640},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ZhangAV07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/imecs/WangCZW07,
author = {Anna Wang and
Yu Chen and
Xinhua Zhang and
Jie Wu},
editor = {Sio Iong Ao and
Oscar Castillo and
Craig Douglas and
David Dagan Feng and
Jeong{-}A Lee},
title = {Iris Recognition Based on Wavelet Neural Network Transform System},
booktitle = {Proceedings of the International MultiConference of Engineers and
Computer Scientists 2007, {IMECS} 2007, March 21-23, 2007, Hong Kong,
China},
series = {Lecture Notes in Engineering and Computer Science},
pages = {115--120},
publisher = {Newswood Limited},
year = {2007},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/imecs/WangCZW07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/imecs/WangZCL07,
author = {Anna Wang and
Xinhua Zhang and
Yu Chen and
Kai Luo},
editor = {Sio Iong Ao and
Oscar Castillo and
Craig Douglas and
David Dagan Feng and
Jeong{-}A Lee},
title = {B Spline Wavelet Based Medical Image Edge Extraction},
booktitle = {Proceedings of the International MultiConference of Engineers and
Computer Scientists 2007, {IMECS} 2007, March 21-23, 2007, Hong Kong,
China},
series = {Lecture Notes in Engineering and Computer Science},
pages = {399--402},
publisher = {Newswood Limited},
year = {2007},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/imecs/WangZCL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/imecs/WangLLZ07,
author = {Anna Wang and
Kai Luo and
Peng Li and
Xinhua Zhang},
editor = {Sio Iong Ao and
Oscar Castillo and
Craig Douglas and
David Dagan Feng and
Jeong{-}A Lee},
title = {A Research on Medical Image Interpolation Based on Cubic Convolution
and Adaptive Interpolation},
booktitle = {Proceedings of the International MultiConference of Engineers and
Computer Scientists 2007, {IMECS} 2007, March 21-23, 2007, Hong Kong,
China},
series = {Lecture Notes in Engineering and Computer Science},
pages = {536--539},
publisher = {Newswood Limited},
year = {2007},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/imecs/WangLLZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhangL06,
author = {Xinhua Zhang and
Wee Sun Lee},
editor = {Bernhard Sch{\"{o}}lkopf and
John C. Platt and
Thomas Hofmann},
title = {Hyperparameter Learning for Graph Based Semi-supervised Learning Algorithms},
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 = {1585--1592},
publisher = {{MIT} Press},
year = {2006},
url = {https://proceedings.neurips.cc/paper/2006/hash/fc325d4b598aaede18b53dca4ecfcb9c-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ZhangL06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aPcsac/XinhuaL05,
author = {Xinhua Zhang and
Peter Loh},
editor = {Thambipillai Srikanthan and
Jingling Xue and
Chip{-}Hong Chang},
title = {A Fault-Tolerant Routing Strategy for Fibonacci-Class Cubes},
booktitle = {Advances in Computer Systems Architecture, 10th Asia-Pacific Conference,
{ACSAC} 2005, Singapore, October 24-26, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3740},
pages = {215--228},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11572961\_18},
doi = {10.1007/11572961\_18},
timestamp = {Tue, 14 May 2019 10:00:42 +0200},
biburl = {https://dblp.org/rec/conf/aPcsac/XinhuaL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aiccsa/ZhangJHM05,
author = {Xinhua Zhang and
Chunyan Jiang and
Wanjun Huang and
Christoph Meinel},
title = {A {XML} format secure protocol - OpenSST},
booktitle = {2005 {ACS} / {IEEE} International Conference on Computer Systems and
Applications {(AICCSA} 2005), January 3-6, 2005, Cairo, Egypt},
pages = {89},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/AICCSA.2005.1387080},
doi = {10.1109/AICCSA.2005.1387080},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aiccsa/ZhangJHM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/caip/JiangZM05,
author = {Chunyan Jiang and
Xinhua Zhang and
Christoph Meinel},
editor = {Andr{\'{e}} Gagalowicz and
Wilfried Philips},
title = {Hybrid Framework for Medical Image Segmentation},
booktitle = {Computer Analysis of Images and Patterns, 11th International Conference,
{CAIP} 2005, Versailles, France, September 5-8, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3691},
pages = {264--271},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11556121\_33},
doi = {10.1007/11556121\_33},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/caip/JiangZM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isnn/ZhangKX05,
author = {Xinhua Zhang and
Chunyu Kang and
Zhijun Xia},
editor = {Jun Wang and
Xiaofeng Liao and
Zhang Yi},
title = {Recognition of Radiated Noises of Ships Using Auditory Features and
Support Vector Machines},
booktitle = {Advances in Neural Networks - {ISNN} 2005, Second International Symposium
on Neural Networks, Chongqing, China, May 30 - June 1, 2005, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {3497},
pages = {387--392},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11427445\_63},
doi = {10.1007/11427445\_63},
timestamp = {Tue, 14 May 2019 10:00:36 +0200},
biburl = {https://dblp.org/rec/conf/isnn/ZhangKX05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isnn/ZhangZQZ05,
author = {Anqing Zhang and
Xuxiu Zhang and
Tianshuang Qiu and
Xinhua Zhang},
editor = {Jun Wang and
Xiaofeng Liao and
Zhang Yi},
title = {A Neural Network Blind Separation Method Based on Special Frequency
Bins},
booktitle = {Advances in Neural Networks - {ISNN} 2005, Second International Symposium
on Neural Networks, Chongqing, China, May 30 - June 1, 2005, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {3497},
pages = {490--495},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11427445\_80},
doi = {10.1007/11427445\_80},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isnn/ZhangZQZ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vision/JiangZM05,
author = {Chunyan Jiang and
Xinhua Zhang and
Christoph Meinel},
editor = {Hamid R. Arabnia},
title = {Medical Image Segmentation Using a Combined Approach},
booktitle = {Proceedings of The 2005 International Conference on Computer Vision,
{VISION} 2005, Las Vegas, Nevada, USA, June 20-23, 2005},
pages = {84--92},
publisher = {{CSREA} Press},
year = {2005},
timestamp = {Tue, 10 Nov 2015 10:39:01 +0100},
biburl = {https://dblp.org/rec/conf/vision/JiangZM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscc/HuangZRM04,
author = {Wanjun Huang and
Xinhua Zhang and
Uwe Roth and
Christoph Meinel},
title = {Routing based workflow for construction of distributed applications},
booktitle = {Proceedings of the 9th {IEEE} Symposium on Computers and Communications
{(ISCC} 2006), June 28 - July 1, 2004, Alexandria, Egypt},
pages = {80--85},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/ISCC.2004.1358385},
doi = {10.1109/ISCC.2004.1358385},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iscc/HuangZRM04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isnn/KangZZL04,
author = {Chunyu Kang and
Xinhua Zhang and
Anqing Zhang and
Hongwen Lin},
editor = {Fuliang Yin and
Jun Wang and
Chengan Guo},
title = {Underwater Acoustic Targets Classification Using Welch Spectrum Estimation
and Neural Networks},
booktitle = {Advances in Neural Networks - {ISNN} 2004, International Symposium
on Neural Networks, Dalian, China, August 19-21, 2004, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {3173},
pages = {930--935},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-28647-9\_153},
doi = {10.1007/978-3-540-28647-9\_153},
timestamp = {Thu, 26 Sep 2019 16:40:33 +0200},
biburl = {https://dblp.org/rec/conf/isnn/KangZZL04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vecims/JiangZHM04,
author = {Chunyan Jiang and
Xinhua Zhang and
Wanjun Huang and
Christoph Meinel},
title = {Segmentation and quantification of brain tumor},
booktitle = {{IEEE} International Conference on Virtual Environments, Human-Computer
Interfaces and Measurement Systems, {VECIMS} 2004, Boston, MA, USA,
12-14 July 2004},
pages = {61--66},
publisher = {{IEEE}},
year = {2004},
url = {https://doi.org/10.1109/VECIMS.2004.1397188},
doi = {10.1109/VECIMS.2004.1397188},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/vecims/JiangZHM04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iadis/ZhangDM03,
author = {Xinhua Zhang and
Alexandre Dulaunoy and
Christoph Meinel},
title = {Enhance Opensst Protocol's Security with Smart Card},
booktitle = {Proceedings of the {IADIS} International Conference WWW/Internet 2003,
{ICWI} 2003, Algarve, Portugal, November 5-8, 2003},
pages = {565--571},
publisher = {{IADIS}},
year = {2003},
timestamp = {Thu, 18 Mar 2004 15:27:46 +0100},
biburl = {https://dblp.org/rec/conf/iadis/ZhangDM03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icppw/PeterZ03,
author = {Loh Peter and
Xinhua Zhang},
title = {A Fault-tolerant Routing Strategy for Gaussian Cube Using Gaussian
Tree},
booktitle = {32nd International Conference on Parallel Processing Workshops {(ICPP}
2003 Workshops), 6-9 October 2003, Kaohsiung, Taiwan},
pages = {305},
publisher = {{IEEE} Computer Society},
year = {2003},
url = {https://doi.org/10.1109/ICPPW.2003.1240384},
doi = {10.1109/ICPPW.2003.1240384},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icppw/PeterZ03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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