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ORCIDBibTeX records: Oluwasanmi Koyejo
@inproceedings{DBLP:conf/wsdm/KoyejoL24,
author = {Sanmi Koyejo and
Bo Li},
editor = {Luz Angelica Caudillo{-}Mata and
Silvio Lattanzi and
Andr{\'{e}}s Mu{\~{n}}oz Medina and
Leman Akoglu and
Aristides Gionis and
Sergei Vassilvitskii},
title = {Towards Trustworthy Large Language Models},
booktitle = {Proceedings of the 17th {ACM} International Conference on Web Search
and Data Mining, {WSDM} 2024, Merida, Mexico, March 4-8, 2024},
pages = {1126--1127},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3616855.3636454},
doi = {10.1145/3616855.3636454},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/KoyejoL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-06059,
author = {Minhao Jiang and
Ken Ziyu Liu and
Ming Zhong and
Rylan Schaeffer and
Siru Ouyang and
Jiawei Han and
Sanmi Koyejo},
title = {Investigating Data Contamination for Pre-training Language Models},
journal = {CoRR},
volume = {abs/2401.06059},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.06059},
doi = {10.48550/ARXIV.2401.06059},
eprinttype = {arXiv},
eprint = {2401.06059},
timestamp = {Thu, 25 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-06059.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-00742,
author = {Zihao Wang and
Chirag Nagpal and
Jonathan Berant and
Jacob Eisenstein and
Alex D'Amour and
Sanmi Koyejo and
Victor Veitch},
title = {Transforming and Combining Rewards for Aligning Large Language Models},
journal = {CoRR},
volume = {abs/2402.00742},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.00742},
doi = {10.48550/ARXIV.2402.00742},
eprinttype = {arXiv},
eprint = {2402.00742},
timestamp = {Fri, 09 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-00742.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-04177,
author = {Berivan Isik and
Natalia Ponomareva and
Hussein Hazimeh and
Dimitris Paparas and
Sergei Vassilvitskii and
Sanmi Koyejo},
title = {Scaling Laws for Downstream Task Performance of Large Language Models},
journal = {CoRR},
volume = {abs/2402.04177},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.04177},
doi = {10.48550/ARXIV.2402.04177},
eprinttype = {arXiv},
eprint = {2402.04177},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-04177.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-08787,
author = {Sijia Liu and
Yuanshun Yao and
Jinghan Jia and
Stephen Casper and
Nathalie Baracaldo and
Peter Hase and
Xiaojun Xu and
Yuguang Yao and
Hang Li and
Kush R. Varshney and
Mohit Bansal and
Sanmi Koyejo and
Yang Liu},
title = {Rethinking Machine Unlearning for Large Language Models},
journal = {CoRR},
volume = {abs/2402.08787},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.08787},
doi = {10.48550/ARXIV.2402.08787},
eprinttype = {arXiv},
eprint = {2402.08787},
timestamp = {Wed, 17 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-08787.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-10202,
author = {Rylan Schaeffer and
Nika Zahedi and
Mikail Khona and
Dhruv Pai and
Sang T. Truong and
Yilun Du and
Mitchell Ostrow and
Sarthak Chandra and
Andres Carranza and
Ila Rani Fiete and
Andrey Gromov and
Sanmi Koyejo},
title = {Bridging Associative Memory and Probabilistic Modeling},
journal = {CoRR},
volume = {abs/2402.10202},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.10202},
doi = {10.48550/ARXIV.2402.10202},
eprinttype = {arXiv},
eprint = {2402.10202},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-10202.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-11039,
author = {Nathan Stromberg and
Rohan Ayyagari and
Monica Welfert and
Sanmi Koyejo and
Lalitha Sankar},
title = {Robustness to Subpopulation Shift with Domain Label Noise via Regularized
Annotation of Domains},
journal = {CoRR},
volume = {abs/2402.11039},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.11039},
doi = {10.48550/ARXIV.2402.11039},
eprinttype = {arXiv},
eprint = {2402.11039},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-11039.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-02715,
author = {Sang T. Truong and
Duc Q. Nguyen and
Toan Nguyen and
Dong D. Le and
Nhi N. Truong and
Tho Quan and
Sanmi Koyejo},
title = {Crossing Linguistic Horizons: Finetuning and Comprehensive Evaluation
of Vietnamese Large Language Models},
journal = {CoRR},
volume = {abs/2403.02715},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.02715},
doi = {10.48550/ARXIV.2403.02715},
eprinttype = {arXiv},
eprint = {2403.02715},
timestamp = {Wed, 03 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-02715.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-03357,
author = {Mercy Nyamewaa Asiedu and
Awa Dieng and
Iskandar Haykel and
Negar Rostamzadeh and
Stephen Pfohl and
Chirag Nagpal and
Maria Nagawa and
Abigail Oppong and
Sanmi Koyejo and
Katherine A. Heller},
title = {The Case for Globalizing Fairness: {A} Mixed Methods Study on Colonialism,
AI, and Health in Africa},
journal = {CoRR},
volume = {abs/2403.03357},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.03357},
doi = {10.48550/ARXIV.2403.03357},
eprinttype = {arXiv},
eprint = {2403.03357},
timestamp = {Wed, 03 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-03357.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-07442,
author = {Katherine Tsai and
Stephen R. Pfohl and
Olawale Salaudeen and
Nicole Chiou and
Matt J. Kusner and
Alexander D'Amour and
Sanmi Koyejo and
Arthur Gretton},
title = {Proxy Methods for Domain Adaptation},
journal = {CoRR},
volume = {abs/2403.07442},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.07442},
doi = {10.48550/ARXIV.2403.07442},
eprinttype = {arXiv},
eprint = {2403.07442},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-07442.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Cisneros-Velarde23,
author = {Pedro Cisneros{-}Velarde and
Boxiang Lyu and
Sanmi Koyejo and
Mladen Kolar},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {One Policy is Enough: Parallel Exploration with a Single Policy is
Near-Optimal for Reward-Free Reinforcement Learning},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {1965--2001},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/cisneros-velarde23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Cisneros-Velarde23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/RobertsonZK23,
author = {Zachary Robertson and
Hantao Zhang and
Sanmi Koyejo},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Cooperative Inverse Decision Theory for Uncertain Preferences},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {5854--5868},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/robertson23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/RobertsonZK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/AlabdulmohsinCD23,
author = {Ibrahim Alabdulmohsin and
Nicole Chiou and
Alexander D'Amour and
Arthur Gretton and
Sanmi Koyejo and
Matt J. Kusner and
Stephen R. Pfohl and
Olawale Salaudeen and
Jessica Schrouff and
Katherine Tsai},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Adapting to Latent Subgroup Shifts via Concepts and Proxies},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {9637--9661},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/alabdulmohsin23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/AlabdulmohsinCD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/XieLCLKL23,
author = {Chulin Xie and
Yunhui Long and
Pin{-}Yu Chen and
Qinbin Li and
Sanmi Koyejo and
Bo Li},
editor = {Weizhi Meng and
Christian Damsgaard Jensen and
Cas Cremers and
Engin Kirda},
title = {Unraveling the Connections between Privacy and Certified Robustness
in Federated Learning Against Poisoning Attacks},
booktitle = {Proceedings of the 2023 {ACM} {SIGSAC} Conference on Computer and
Communications Security, {CCS} 2023, Copenhagen, Denmark, November
26-30, 2023},
pages = {1511--1525},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3576915.3623193},
doi = {10.1145/3576915.3623193},
timestamp = {Thu, 30 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/XieLCLKL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LyuFRK23,
author = {Boxiang Lyu and
Zhe Feng and
Zachary Robertson and
Sanmi Koyejo},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Pairwise Ranking Losses of Click-Through Rates Prediction for Welfare
Maximization in Ad Auctions},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {23239--23263},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/lyu23b.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/LyuFRK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SchaefferKMEKF23,
author = {Rylan Schaeffer and
Mikail Khona and
Tzuhsuan Ma and
Crist{\'{o}}bal Eyzaguirre and
Sanmi Koyejo and
Ila Fiete},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Self-Supervised Learning of Representations for Space Generates Multi-Modular
Grid Cells},
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/4846257e355f6923fc2a1fbe35099e91-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SchaefferKMEKF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SchaefferMK23,
author = {Rylan Schaeffer and
Brando Miranda and
Sanmi Koyejo},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Are Emergent Abilities of Large Language Models a Mirage?},
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/adc98a266f45005c403b8311ca7e8bd7-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SchaefferMK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WangCPXKZXXDSTA23,
author = {Boxin Wang and
Weixin Chen and
Hengzhi Pei and
Chulin Xie and
Mintong Kang and
Chenhui Zhang and
Chejian Xu and
Zidi Xiong and
Ritik Dutta and
Rylan Schaeffer and
Sang T. Truong and
Simran Arora and
Mantas Mazeika and
Dan Hendrycks and
Zinan Lin and
Yu Cheng and
Sanmi Koyejo and
Dawn Song and
Bo Li},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {DecodingTrust: {A} Comprehensive Assessment of Trustworthiness in
{GPT} Models},
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/63cb9921eecf51bfad27a99b2c53dd6d-Abstract-Datasets\_and\_Benchmarks.html},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/WangCPXKZXXDSTA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/Cisneros-Velarde23,
author = {Pedro Cisneros{-}Velarde and
Sanmi Koyejo},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Finite-sample guarantees for Nash Q-learning with linear function
approximation},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {424--432},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/cisneros-velarde23a.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/uai/Cisneros-Velarde23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-05049,
author = {Enyi Jiang and
Yibo Jacky Zhang and
Oluwasanmi Koyejo},
title = {Federated Domain Adaptation via Gradient Projection},
journal = {CoRR},
volume = {abs/2302.05049},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.05049},
doi = {10.48550/ARXIV.2302.05049},
eprinttype = {arXiv},
eprint = {2302.05049},
timestamp = {Mon, 13 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-05049.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-00177,
author = {Pedro Cisneros{-}Velarde and
Sanmi Koyejo},
title = {Finite-sample Guarantees for Nash Q-learning with Linear Function
Approximation},
journal = {CoRR},
volume = {abs/2303.00177},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.00177},
doi = {10.48550/ARXIV.2303.00177},
eprinttype = {arXiv},
eprint = {2303.00177},
timestamp = {Mon, 06 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-00177.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-14151,
author = {Rylan Schaeffer and
Mikail Khona and
Zachary Robertson and
Akhilan Boopathy and
Kateryna Pistunova and
Jason W. Rocks and
Ila Rani Fiete and
Oluwasanmi Koyejo},
title = {Double Descent Demystified: Identifying, Interpreting {\&} Ablating
the Sources of a Deep Learning Puzzle},
journal = {CoRR},
volume = {abs/2303.14151},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.14151},
doi = {10.48550/ARXIV.2303.14151},
eprinttype = {arXiv},
eprint = {2303.14151},
timestamp = {Fri, 14 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-14151.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-02190,
author = {Mercy Nyamewaa Asiedu and
Awa Dieng and
Abigail Oppong and
Maria Nagawa and
Sanmi Koyejo and
Katherine A. Heller},
title = {Globalizing Fairness Attributes in Machine Learning: {A} Case Study
on Health in Africa},
journal = {CoRR},
volume = {abs/2304.02190},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.02190},
doi = {10.48550/ARXIV.2304.02190},
eprinttype = {arXiv},
eprint = {2304.02190},
timestamp = {Mon, 17 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-02190.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-15004,
author = {Rylan Schaeffer and
Brando Miranda and
Sanmi Koyejo},
title = {Are Emergent Abilities of Large Language Models a Mirage?},
journal = {CoRR},
volume = {abs/2304.15004},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.15004},
doi = {10.48550/ARXIV.2304.15004},
eprinttype = {arXiv},
eprint = {2304.15004},
timestamp = {Thu, 04 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-15004.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-01799,
author = {Boxiang Lyu and
Zhe Feng and
Zachary Robertson and
Sanmi Koyejo},
title = {Pairwise Ranking Losses of Click-Through Rates Prediction for Welfare
Maximization in Ad Auctions},
journal = {CoRR},
volume = {abs/2306.01799},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.01799},
doi = {10.48550/ARXIV.2306.01799},
eprinttype = {arXiv},
eprint = {2306.01799},
timestamp = {Mon, 12 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-01799.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-01860,
author = {Zachary Robertson and
Oluwasanmi Koyejo},
title = {No Bidding, No Regret: Pairwise-Feedback Mechanisms for Digital Goods
and Data Auctions},
journal = {CoRR},
volume = {abs/2306.01860},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.01860},
doi = {10.48550/ARXIV.2306.01860},
eprinttype = {arXiv},
eprint = {2306.01860},
timestamp = {Mon, 12 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-01860.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-01870,
author = {Zachary Robertson and
Oluwasanmi Koyejo},
title = {Layer-Wise Feedback Alignment is Conserved in Deep Neural Networks},
journal = {CoRR},
volume = {abs/2306.01870},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.01870},
doi = {10.48550/ARXIV.2306.01870},
eprinttype = {arXiv},
eprint = {2306.01870},
timestamp = {Mon, 12 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-01870.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-11698,
author = {Boxin Wang and
Weixin Chen and
Hengzhi Pei and
Chulin Xie and
Mintong Kang and
Chenhui Zhang and
Chejian Xu and
Zidi Xiong and
Ritik Dutta and
Rylan Schaeffer and
Sang T. Truong and
Simran Arora and
Mantas Mazeika and
Dan Hendrycks and
Zinan Lin and
Yu Cheng and
Sanmi Koyejo and
Dawn Song and
Bo Li},
title = {DecodingTrust: {A} Comprehensive Assessment of Trustworthiness in
{GPT} Models},
journal = {CoRR},
volume = {abs/2306.11698},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.11698},
doi = {10.48550/ARXIV.2306.11698},
eprinttype = {arXiv},
eprint = {2306.11698},
timestamp = {Tue, 18 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-11698.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-12625,
author = {Berivan Isik and
Francesco Pase and
Deniz G{\"{u}}nd{\"{u}}z and
Sanmi Koyejo and
Tsachy Weissman and
Michele Zorzi},
title = {Communication-Efficient Federated Learning through Importance Sampling},
journal = {CoRR},
volume = {abs/2306.12625},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.12625},
doi = {10.48550/ARXIV.2306.12625},
eprinttype = {arXiv},
eprint = {2306.12625},
timestamp = {Tue, 27 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-12625.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-13840,
author = {Alycia Lee and
Brando Miranda and
Sanmi Koyejo},
title = {Beyond Scale: the Diversity Coefficient as a Data Quality Metric Demonstrates
LLMs are Pre-trained on Formally Diverse Data},
journal = {CoRR},
volume = {abs/2306.13840},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.13840},
doi = {10.48550/ARXIV.2306.13840},
eprinttype = {arXiv},
eprint = {2306.13840},
timestamp = {Tue, 27 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-13840.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-13841,
author = {Brando Miranda and
Patrick Yu and
Saumya Goyal and
Yu{-}Xiong Wang and
Sanmi Koyejo},
title = {Is Pre-training Truly Better Than Meta-Learning?},
journal = {CoRR},
volume = {abs/2306.13841},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.13841},
doi = {10.48550/ARXIV.2306.13841},
eprinttype = {arXiv},
eprint = {2306.13841},
timestamp = {Tue, 27 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-13841.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-10563,
author = {Dhruv Pai and
Andres Carranza and
Rylan Schaeffer and
Arnuv Tandon and
Sanmi Koyejo},
title = {{FACADE:} {A} Framework for Adversarial Circuit Anomaly Detection
and Evaluation},
journal = {CoRR},
volume = {abs/2307.10563},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.10563},
doi = {10.48550/ARXIV.2307.10563},
eprinttype = {arXiv},
eprint = {2307.10563},
timestamp = {Wed, 26 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-10563.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-10569,
author = {Andres Carranza and
Dhruv Pai and
Rylan Schaeffer and
Arnuv Tandon and
Sanmi Koyejo},
title = {Deceptive Alignment Monitoring},
journal = {CoRR},
volume = {abs/2307.10569},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.10569},
doi = {10.48550/ARXIV.2307.10569},
eprinttype = {arXiv},
eprint = {2307.10569},
timestamp = {Wed, 26 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-10569.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-10573,
author = {Rylan Schaeffer and
Kateryna Pistunova and
Samar Khanna and
Sarthak Consul and
Sanmi Koyejo},
title = {Invalid Logic, Equivalent Gains: The Bizarreness of Reasoning in Language
Model Prompting},
journal = {CoRR},
volume = {abs/2307.10573},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.10573},
doi = {10.48550/ARXIV.2307.10573},
eprinttype = {arXiv},
eprint = {2307.10573},
timestamp = {Wed, 26 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-10573.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-03773,
author = {Pablo Robles{-}Granda and
Katherine Tsai and
Oluwasanmi Koyejo},
title = {Goodness-of-Fit of Attributed Probabilistic Graph Generative Models},
journal = {CoRR},
volume = {abs/2308.03773},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.03773},
doi = {10.48550/ARXIV.2308.03773},
eprinttype = {arXiv},
eprint = {2308.03773},
timestamp = {Tue, 22 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-03773.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-01405,
author = {Andy Zou and
Long Phan and
Sarah Chen and
James Campbell and
Phillip Guo and
Richard Ren and
Alexander Pan and
Xuwang Yin and
Mantas Mazeika and
Ann{-}Kathrin Dombrowski and
Shashwat Goel and
Nathaniel Li and
Michael J. Byun and
Zifan Wang and
Alex Mallen and
Steven Basart and
Sanmi Koyejo and
Dawn Song and
Matt Fredrikson and
J. Zico Kolter and
Dan Hendrycks},
title = {Representation Engineering: {A} Top-Down Approach to {AI} Transparency},
journal = {CoRR},
volume = {abs/2310.01405},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.01405},
doi = {10.48550/ARXIV.2310.01405},
eprinttype = {arXiv},
eprint = {2310.01405},
timestamp = {Wed, 18 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-01405.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-13807,
author = {Yu Sun and
Xinhao Li and
Karan Dalal and
Chloe Hsu and
Sanmi Koyejo and
Carlos Guestrin and
Xiaolong Wang and
Tatsunori Hashimoto and
Xinlei Chen},
title = {Learning to (Learn at Test Time)},
journal = {CoRR},
volume = {abs/2310.13807},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.13807},
doi = {10.48550/ARXIV.2310.13807},
eprinttype = {arXiv},
eprint = {2310.13807},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-13807.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-02316,
author = {Rylan Schaeffer and
Mikail Khona and
Tzuhsuan Ma and
Crist{\'{o}}bal Eyzaguirre and
Sanmi Koyejo and
Ila Rani Fiete},
title = {Self-Supervised Learning of Representations for Space Generates Multi-Modular
Grid Cells},
journal = {CoRR},
volume = {abs/2311.02316},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.02316},
doi = {10.48550/ARXIV.2311.02316},
eprinttype = {arXiv},
eprint = {2311.02316},
timestamp = {Tue, 07 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-02316.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-03096,
author = {Victor Lecomte and
Kushal Thaman and
Trevor Chow and
Rylan Schaeffer and
Sanmi Koyejo},
title = {Incidental Polysemanticity},
journal = {CoRR},
volume = {abs/2312.03096},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.03096},
doi = {10.48550/ARXIV.2312.03096},
eprinttype = {arXiv},
eprint = {2312.03096},
timestamp = {Mon, 01 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-03096.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/algorithms/XieKG22,
author = {Cong Xie and
Oluwasanmi Koyejo and
Indranil Gupta},
title = {ZenoPS: {A} Distributed Learning System Integrating Communication
Efficiency and Security},
journal = {Algorithms},
volume = {15},
number = {7},
pages = {233},
year = {2022},
url = {https://doi.org/10.3390/a15070233},
doi = {10.3390/A15070233},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/algorithms/XieKG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/TsaiKK22,
author = {Katherine Tsai and
Mladen Kolar and
Oluwasanmi Koyejo},
title = {A Nonconvex Framework for Structured Dynamic Covariance Recovery},
journal = {J. Mach. Learn. Res.},
volume = {23},
pages = {200:1--200:91},
year = {2022},
url = {http://jmlr.org/papers/v23/21-0795.html},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/TsaiKK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/SongKZ22,
author = {Zengjie Song and
Oluwasanmi Koyejo and
Jiangshe Zhang},
title = {Toward a Controllable Disentanglement Network},
journal = {{IEEE} Trans. Cybern.},
volume = {52},
number = {4},
pages = {2491--2504},
year = {2022},
url = {https://doi.org/10.1109/TCYB.2020.3000480},
doi = {10.1109/TCYB.2020.3000480},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/SongKZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/3dim/ZhuangMKS22,
author = {Peiye Zhuang and
Liqian Ma and
Sanmi Koyejo and
Alexander G. Schwing},
title = {Controllable Radiance Fields for Dynamic Face Synthesis},
booktitle = {International Conference on 3D Vision, 3DV 2022, Prague, Czech Republic,
September 12-16, 2022},
pages = {1--11},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/3DV57658.2022.00075},
doi = {10.1109/3DV57658.2022.00075},
timestamp = {Tue, 28 Feb 2023 16:12:29 +0100},
biburl = {https://dblp.org/rec/conf/3dim/ZhuangMKS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/annsim/TuckerSDLKTMRPB22,
author = {Nick Tucker and
Bradley P. Sutton and
Chase Duncan and
Colin Lu and
Sanmi Koyejo and
Andrew J. Tsung and
Jane Maksimovic and
Tate Ralph and
Sister M. Pieta and
Matthew T. Bramlet},
editor = {Cristina Ruiz Martin and
Niloufar Emami and
Mar{\'{\i}}a Julia Blas and
Roya Rezaee},
title = {Fully Automated Conversion Of Glioma Clinical {MRI} Scans Into {A}
3D Virtual Reality Model For Presurgical Planning},
booktitle = {Annual Modeling and Simulation Conference, {ANNSIM} 2022, San Diego,
CA, USA, July 18-20, 2022},
pages = {392--403},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.23919/ANNSIM55834.2022.9859317},
doi = {10.23919/ANNSIM55834.2022.9859317},
timestamp = {Fri, 02 Sep 2022 18:51:53 +0200},
biburl = {https://dblp.org/rec/conf/annsim/TuckerSDLKTMRPB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/clear2/WangNK22,
author = {Xiaoyang Wang and
Klara Nahrstedt and
Oluwasanmi Koyejo},
editor = {Bernhard Sch{\"{o}}lkopf and
Caroline Uhler and
Kun Zhang},
title = {Identifying Coarse-grained Independent Causal Mechanisms with Self-supervision},
booktitle = {1st Conference on Causal Learning and Reasoning, CLeaR 2022, Sequoia
Conference Center, Eureka, CA, USA, 11-13 April, 2022},
series = {Proceedings of Machine Learning Research},
volume = {177},
pages = {877--903},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v177/wang22b.html},
timestamp = {Wed, 06 Jul 2022 16:57:27 +0200},
biburl = {https://dblp.org/rec/conf/clear2/WangNK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XuZMSKL22,
author = {Xiaojun Xu and
Jacky Y. Zhang and
Evelyn Ma and
Hyun Ho Son and
Sanmi Koyejo and
Bo Li},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Adversarially Robust Models may not Transfer Better: Sufficient Conditions
for Domain Transferability from the View of Regularization},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {24770--24802},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/xu22n.html},
timestamp = {Wed, 19 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/XuZMSKL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlhc/BiswalZPSK022,
author = {Siddharth Biswal and
Peiye Zhuang and
Ayis Pyrros and
Nasir Siddiqui and
Sanmi Koyejo and
Jimeng Sun},
editor = {Zachary C. Lipton and
Rajesh Ranganath and
Mark P. Sendak and
Michael W. Sjoding and
Serena Yeung},
title = {{EMIXER:} End-to-end Multimodal X-ray Generation via Self-supervision},
booktitle = {Proceedings of the Machine Learning for Healthcare Conference, {MLHC}
2022, 5-6 August 2022, Durham, NC, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {182},
pages = {297--324},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v182/biswal22a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlhc/BiswalZPSK022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/XieWCXLK22,
author = {Yong Xie and
Dakuo Wang and
Pin{-}Yu Chen and
Jinjun Xiong and
Sijia Liu and
Oluwasanmi Koyejo},
editor = {Marine Carpuat and
Marie{-}Catherine de Marneffe and
Iv{\'{a}}n Vladimir Meza Ru{\'{\i}}z},
title = {A Word is Worth {A} Thousand Dollars: Adversarial Attack on Tweets
Fools Stock Prediction},
booktitle = {Proceedings of the 2022 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL} 2022, Seattle, WA, United States, July 10-15, 2022},
pages = {587--599},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.naacl-main.43},
doi = {10.18653/V1/2022.NAACL-MAIN.43},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/XieWCXLK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AlabdulmohsinSK22,
author = {Ibrahim M. Alabdulmohsin and
Jessica Schrouff and
Sanmi Koyejo},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {A Reduction to Binary Approach for Debiasing Multiclass Datasets},
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/10eaa0aae94b34308e9b3fa7b677cbe1-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/AlabdulmohsinSK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiuXK022,
author = {Jing Liu and
Chulin Xie and
Sanmi Koyejo and
Bo Li},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {CoPur: Certifiably Robust Collaborative Inference via Feature Purification},
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/a9c7200b0f37dc58e6bb97d45ff8faf1-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LiuXK022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SchrouffHKASOBR22,
author = {Jessica Schrouff and
Natalie Harris and
Sanmi Koyejo and
Ibrahim M. Alabdulmohsin and
Eva Schnider and
Krista Opsahl{-}Ong and
Alexander Brown and
Subhrajit Roy and
Diana Mincu and
Christina Chen and
Awa Dieng and
Yuan Liu and
Vivek Natarajan and
Alan Karthikesalingam and
Katherine A. Heller and
Silvia Chiappa and
Alexander D'Amour},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Diagnosing failures of fairness transfer across distribution shift
in real-world medical settings},
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/7a969c30dc7e74d4e891c8ffb217cf79-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SchrouffHKASOBR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SoenAKMMN0X22,
author = {Alexander Soen and
Ibrahim M. Alabdulmohsin and
Sanmi Koyejo and
Yishay Mansour and
Nyalleng Moorosi and
Richard Nock and
Ke Sun and
Lexing Xie},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Fair Wrapping for Black-box Predictions},
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/876b45367d9069f0e91e359c57155ab1-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SoenAKMMN0X22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/HiranandaniMNK22,
author = {Gaurush Hiranandani and
Jatin Mathur and
Harikrishna Narasimhan and
Oluwasanmi Koyejo},
editor = {James Cussens and
Kun Zhang},
title = {Quadratic metric elicitation for fairness and beyond},
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 = {811--821},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v180/hiranandani22a.html},
timestamp = {Sat, 15 Oct 2022 12:08:13 +0200},
biburl = {https://dblp.org/rec/conf/uai/HiranandaniMNK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/nips/2022,
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {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 = {https://papers.nips.cc/paper\_files/paper/2022},
isbn = {9781713871088},
timestamp = {Fri, 05 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-12947,
author = {Alexander Soen and
Ibrahim Alabdulmohsin and
Sanmi Koyejo and
Yishay Mansour and
Nyalleng Moorosi and
Richard Nock and
Ke Sun and
Lexing Xie},
title = {Fair Wrapping for Black-box Predictions},
journal = {CoRR},
volume = {abs/2201.12947},
year = {2022},
url = {https://arxiv.org/abs/2201.12947},
eprinttype = {arXiv},
eprint = {2201.12947},
timestamp = {Wed, 02 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-12947.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-01034,
author = {Jessica Schrouff and
Natalie Harris and
Oluwasanmi Koyejo and
Ibrahim Alabdulmohsin and
Eva Schnider and
Krista Opsahl{-}Ong and
Alexander Brown and
Subhrajit Roy and
Diana Mincu and
Christina Chen and
Awa Dieng and
Yuan Liu and
Vivek Natarajan and
Alan Karthikesalingam and
Katherine A. Heller and
Silvia Chiappa and
Alexander D'Amour},
title = {Maintaining fairness across distribution shift: do we have viable
solutions for real-world applications?},
journal = {CoRR},
volume = {abs/2202.01034},
year = {2022},
url = {https://arxiv.org/abs/2202.01034},
eprinttype = {arXiv},
eprint = {2202.01034},
timestamp = {Mon, 25 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-01034.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-01832,
author = {Xiaojun Xu and
Jacky Yibo Zhang and
Evelyn Ma and
Danny Son and
Oluwasanmi Koyejo and
Bo Li},
title = {Adversarially Robust Models may not Transfer Better: Sufficient Conditions
for Domain Transferability from the View of Regularization},
journal = {CoRR},
volume = {abs/2202.01832},
year = {2022},
url = {https://arxiv.org/abs/2202.01832},
eprinttype = {arXiv},
eprint = {2202.01832},
timestamp = {Tue, 08 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-01832.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-01094,
author = {Yong Xie and
Dakuo Wang and
Pin{-}Yu Chen and
Jinjun Xiong and
Sijia Liu and
Sanmi Koyejo},
title = {A Word is Worth {A} Thousand Dollars: Adversarial Attack on Tweets
Fools Stock Prediction},
journal = {CoRR},
volume = {abs/2205.01094},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.01094},
doi = {10.48550/ARXIV.2205.01094},
eprinttype = {arXiv},
eprint = {2205.01094},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-01094.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-15860,
author = {Ibrahim Alabdulmohsin and
Jessica Schrouff and
Oluwasanmi Koyejo},
title = {A Reduction to Binary Approach for Debiasing Multiclass Datasets},
journal = {CoRR},
volume = {abs/2205.15860},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.15860},
doi = {10.48550/ARXIV.2205.15860},
eprinttype = {arXiv},
eprint = {2205.15860},
timestamp = {Wed, 01 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-15860.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-15891,
author = {Pedro Cisneros{-}Velarde and
Boxiang Lyu and
Sanmi Koyejo and
Mladen Kolar},
title = {One Policy is Enough: Parallel Exploration with a Single Policy is
Minimax Optimal for Reward-Free Reinforcement Learning},
journal = {CoRR},
volume = {abs/2205.15891},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.15891},
doi = {10.48550/ARXIV.2205.15891},
eprinttype = {arXiv},
eprint = {2205.15891},
timestamp = {Wed, 01 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-15891.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-01545,
author = {Brando Miranda and
Patrick Yu and
Yu{-}Xiong Wang and
Sanmi Koyejo},
title = {The Curse of Low Task Diversity: On the Failure of Transfer Learning
to Outperform {MAML} and Their Empirical Equivalence},
journal = {CoRR},
volume = {abs/2208.01545},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.01545},
doi = {10.48550/ARXIV.2208.01545},
eprinttype = {arXiv},
eprint = {2208.01545},
timestamp = {Tue, 09 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-01545.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-01834,
author = {Xiaoyang Wang and
Dimitrios Dimitriadis and
Sanmi Koyejo and
Shruti Tople},
title = {Invariant Aggregator for Defending Federated Backdoor Attacks},
journal = {CoRR},
volume = {abs/2210.01834},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.01834},
doi = {10.48550/ARXIV.2210.01834},
eprinttype = {arXiv},
eprint = {2210.01834},
timestamp = {Fri, 07 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-01834.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-05825,
author = {Peiye Zhuang and
Liqian Ma and
Oluwasanmi Koyejo and
Alexander G. Schwing},
title = {Controllable Radiance Fields for Dynamic Face Synthesis},
journal = {CoRR},
volume = {abs/2210.05825},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.05825},
doi = {10.48550/ARXIV.2210.05825},
eprinttype = {arXiv},
eprint = {2210.05825},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-05825.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-05835,
author = {Peiye Zhuang and
Bliss Chapman and
Ran Li and
Oluwasanmi Koyejo},
title = {Synthetic Power Analyses: Empirical Evaluation and Application to
Cognitive Neuroimaging},
journal = {CoRR},
volume = {abs/2210.05835},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.05835},
doi = {10.48550/ARXIV.2210.05835},
eprinttype = {arXiv},
eprint = {2210.05835},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-05835.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-08974,
author = {Klara Nahrstedt and
Naresh R. Shanbhag and
Vikram S. Adve and
Nancy M. Amato and
Romit Roy Choudhury and
Carl A. Gunter and
Nam Sung Kim and
Olgica Milenkovic and
Sayan Mitra and
Lav R. Varshney and
Yurii Vlasov and
Sarita V. Adve and
Rashid Bashir and
Andreas Cangellaris and
James DiCarlo and
Katie Driggs Campbell and
Nick Feamster and
Mattia Gazzola and
Karrie Karahalios and
Sanmi Koyejo and
Paul G. Kwiat and
Bo Li and
Negar Mehr and
Ravish Mehra and
Andrew Miller and
Daniela Rus and
Alexander G. Schwing and
Anshumali Shrivastava},
title = {Coordinated Science Laboratory 70th Anniversary Symposium: The Future
of Computing},
journal = {CoRR},
volume = {abs/2210.08974},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.08974},
doi = {10.48550/ARXIV.2210.08974},
eprinttype = {arXiv},
eprint = {2210.08974},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-08974.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-17237,
author = {Katherine Tsai and
Boxin Zhao and
Oluwasanmi Koyejo and
Mladen Kolar},
title = {Latent Multimodal Functional Graphical Model Estimation},
journal = {CoRR},
volume = {abs/2210.17237},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.17237},
doi = {10.48550/ARXIV.2210.17237},
eprinttype = {arXiv},
eprint = {2210.17237},
timestamp = {Thu, 03 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-17237.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-00246,
author = {Maohao Shen and
Bowen Jiang and
Jacky Yibo Zhang and
Oluwasanmi Koyejo},
title = {Batch Active Learning from the Perspective of Sparse Approximation},
journal = {CoRR},
volume = {abs/2211.00246},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.00246},
doi = {10.48550/ARXIV.2211.00246},
eprinttype = {arXiv},
eprint = {2211.00246},
timestamp = {Mon, 14 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-00246.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-03495,
author = {Safinah Ali and
Sohini Upadhyay and
Gaurush Hiranandani and
Elena L. Glassman and
Oluwasanmi Koyejo},
title = {Metric Elicitation; Moving from Theory to Practice},
journal = {CoRR},
volume = {abs/2212.03495},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.03495},
doi = {10.48550/ARXIV.2212.03495},
eprinttype = {arXiv},
eprint = {2212.03495},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-03495.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-11254,
author = {Ibrahim Alabdulmohsin and
Nicole Chiou and
Alexander D'Amour and
Arthur Gretton and
Sanmi Koyejo and
Matt J. Kusner and
Stephen R. Pfohl and
Olawale Salaudeen and
Jessica Schrouff and
Katherine Tsai},
title = {Adapting to Latent Subgroup Shifts via Concepts and Proxies},
journal = {CoRR},
volume = {abs/2212.11254},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.11254},
doi = {10.48550/ARXIV.2212.11254},
eprinttype = {arXiv},
eprint = {2212.11254},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-11254.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-11342,
author = {Olawale Salaudeen and
Oluwasanmi Koyejo},
title = {Target Conditioned Representation Independence (TCRI); From Domain-Invariant
to Domain-General Representations},
journal = {CoRR},
volume = {abs/2212.11342},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.11342},
doi = {10.48550/ARXIV.2212.11342},
eprinttype = {arXiv},
eprint = {2212.11342},
timestamp = {Wed, 04 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-11342.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/braininf/ShineLKFL21,
author = {James M. Shine and
Mike Li and
Oluwasanmi Koyejo and
Ben D. Fulcher and
Joseph T. Lizier},
title = {Nonlinear reconfiguration of network edges, topology and information
content during an artificial learning task},
journal = {Brain Informatics},
volume = {8},
number = {1},
pages = {26},
year = {2021},
url = {https://doi.org/10.1186/s40708-021-00147-z},
doi = {10.1186/S40708-021-00147-Z},
timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/braininf/ShineLKFL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ftml/KairouzMABBBBCC21,
author = {Peter Kairouz and
H. Brendan McMahan and
Brendan Avent and
Aur{\'{e}}lien Bellet and
Mehdi Bennis and
Arjun Nitin Bhagoji and
Kallista A. Bonawitz and
Zachary Charles and
Graham Cormode and
Rachel Cummings and
Rafael G. L. D'Oliveira and
Hubert Eichner and
Salim El Rouayheb and
David Evans and
Josh Gardner and
Zachary Garrett and
Adri{\`{a}} Gasc{\'{o}}n and
Badih Ghazi and
Phillip B. Gibbons and
Marco Gruteser and
Za{\"{\i}}d Harchaoui and
Chaoyang He and
Lie He and
Zhouyuan Huo and
Ben Hutchinson and
Justin Hsu and
Martin Jaggi and
Tara Javidi and
Gauri Joshi and
Mikhail Khodak and
Jakub Kone{\v{c}}n{\'y} and
Aleksandra Korolova and
Farinaz Koushanfar and
Sanmi Koyejo and
Tancr{\`{e}}de Lepoint and
Yang Liu and
Prateek Mittal and
Mehryar Mohri and
Richard Nock and
Ayfer {\"{O}}zg{\"{u}}r and
Rasmus Pagh and
Hang Qi and
Daniel Ramage and
Ramesh Raskar and
Mariana Raykova and
Dawn Song and
Weikang Song and
Sebastian U. Stich and
Ziteng Sun and
Ananda Theertha Suresh and
Florian Tram{\`{e}}r and
Praneeth Vepakomma and
Jianyu Wang and
Li Xiong and
Zheng Xu and
Qiang Yang and
Felix X. Yu and
Han Yu and
Sen Zhao},
title = {Advances and Open Problems in Federated Learning},
journal = {Found. Trends Mach. Learn.},
volume = {14},
number = {1-2},
pages = {1--210},
year = {2021},
url = {https://doi.org/10.1561/2200000083},
doi = {10.1561/2200000083},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ftml/KairouzMABBBBCC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ZhangKKK21,
author = {Jacky Zhang and
Rajiv Khanna and
Anastasios Kyrillidis and
Sanmi Koyejo},
editor = {Arindam Banerjee and
Kenji Fukumizu},
title = {Bayesian Coresets: Revisiting the Nonconvex Optimization Perspective},
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 = {2782--2790},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v130/zhang21g.html},
timestamp = {Wed, 14 Apr 2021 16:51:37 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ZhangKKK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ZhuangKS21,
author = {Peiye Zhuang and
Oluwasanmi Koyejo and
Alexander G. Schwing},
title = {Enjoy Your Editing: Controllable GANs for Image Editing via Latent
Space Navigation},
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=HOFxeCutxZR},
timestamp = {Wed, 23 Jun 2021 17:36:39 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ZhuangKS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HiranandaniMNFK21,
author = {Gaurush Hiranandani and
Jatin Mathur and
Harikrishna Narasimhan and
Mahdi Milani Fard and
Sanmi Koyejo},
editor = {Marina Meila and
Tong Zhang},
title = {Optimizing Black-box Metrics with Iterative Example Weighting},
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 = {4239--4249},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/hiranandani21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HiranandaniMNFK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiangZWYKL21,
author = {Kaizhao Liang and
Jacky Y. Zhang and
Boxin Wang and
Zhuolin Yang and
Sanmi Koyejo and
Bo Li},
editor = {Marina Meila and
Tong Zhang},
title = {Uncovering the Connections Between Adversarial Transferability and
Knowledge Transferability},
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 = {6577--6587},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/liang21b.html},
timestamp = {Mon, 07 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LiangZWYKL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/ColePK21,
author = {Patrick Cole and
Ayis Pyrros and
Oluwasanmi Koyejo},
title = {Learning To Recover Sharp Detail From Simulated Low-Dose Ct Studies},
booktitle = {18th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2021, Nice, France, April 13-16, 2021},
pages = {748--752},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ISBI48211.2021.9434011},
doi = {10.1109/ISBI48211.2021.9434011},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/ColePK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/ShenZCYJSK21,
author = {Maohao Shen and
Jacky Y. Zhang and
Leihao Chen and
Weiman Yan and
Neel Jani and
Brad Sutton and
Oluwasanmi Koyejo},
title = {Labeling Cost Sensitive Batch Active Learning For Brain Tumor Segmentation},
booktitle = {18th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2021, Nice, France, April 13-16, 2021},
pages = {1269--1273},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ISBI48211.2021.9434098},
doi = {10.1109/ISBI48211.2021.9434098},
timestamp = {Mon, 31 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isbi/ShenZCYJSK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-01187,
author = {Peiye Zhuang and
Oluwasanmi Koyejo and
Alexander G. Schwing},
title = {Enjoy Your Editing: Controllable GANs for Image Editing via Latent
Space Navigation},
journal = {CoRR},
volume = {abs/2102.01187},
year = {2021},
url = {https://arxiv.org/abs/2102.01187},
eprinttype = {arXiv},
eprint = {2102.01187},
timestamp = {Tue, 09 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-01187.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-09492,
author = {Gaurush Hiranandani and
Jatin Mathur and
Oluwasanmi Koyejo and
Mahdi Milani Fard and
Harikrishna Narasimhan},
title = {Optimizing Black-box Metrics with Iterative Example Weighting},
journal = {CoRR},
volume = {abs/2102.09492},
year = {2021},
url = {https://arxiv.org/abs/2102.09492},
eprinttype = {arXiv},
eprint = {2102.09492},
timestamp = {Wed, 24 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-09492.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-06917,
author = {Jianyu Wang and
Zachary Charles and
Zheng Xu and
Gauri Joshi and
H. Brendan McMahan and
Blaise Ag{\"{u}}era y Arcas and
Maruan Al{-}Shedivat and
Galen Andrew and
Salman Avestimehr and
Katharine Daly and
Deepesh Data and
Suhas N. Diggavi and
Hubert Eichner and
Advait Gadhikar and
Zachary Garrett and
Antonious M. Girgis and
Filip Hanzely and
Andrew Hard and
Chaoyang He and
Samuel Horv{\'{a}}th and
Zhouyuan Huo and
Alex Ingerman and
Martin Jaggi and
Tara Javidi and
Peter Kairouz and
Satyen Kale and
Sai Praneeth Karimireddy and
Jakub Kone{\v{c}}n{\'y} and
Sanmi Koyejo and
Tian Li and
Luyang Liu and
Mehryar Mohri and
Hang Qi and
Sashank J. Reddi and
Peter Richt{\'{a}}rik and
Karan Singhal and
Virginia Smith and
Mahdi Soltanolkotabi and
Weikang Song and
Ananda Theertha Suresh and
Sebastian U. Stich and
Ameet Talwalkar and
Hongyi Wang and
Blake E. Woodworth and
Shanshan Wu and
Felix X. Yu and
Honglin Yuan and
Manzil Zaheer and
Mi Zhang and
Tong Zhang and
Chunxiang Zheng and
Chen Zhu and
Wennan Zhu},
title = {A Field Guide to Federated Optimization},
journal = {CoRR},
volume = {abs/2107.06917},
year = {2021},
url = {https://arxiv.org/abs/2107.06917},
eprinttype = {arXiv},
eprint = {2107.06917},
timestamp = {Wed, 06 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-06917.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-02940,
author = {Raj Kiriti Velicheti and
Derek Xia and
Oluwasanmi Koyejo},
title = {Secure Byzantine-Robust Distributed Learning via Clustering},
journal = {CoRR},
volume = {abs/2110.02940},
year = {2021},
url = {https://arxiv.org/abs/2110.02940},
eprinttype = {arXiv},
eprint = {2110.02940},
timestamp = {Thu, 21 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-02940.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-10281,
author = {Katherine Tsai and
Oluwasanmi Koyejo and
Mladen Kolar},
title = {Joint Gaussian Graphical Model Estimation: {A} Survey},
journal = {CoRR},
volume = {abs/2110.10281},
year = {2021},
url = {https://arxiv.org/abs/2110.10281},
eprinttype = {arXiv},
eprint = {2110.10281},
timestamp = {Fri, 29 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-10281.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-13137,
author = {Brando Miranda and
Yu{-}Xiong Wang and
Sanmi Koyejo},
title = {Does {MAML} Only Work via Feature Re-use? {A} Data Centric Perspective},
journal = {CoRR},
volume = {abs/2112.13137},
year = {2021},
url = {https://arxiv.org/abs/2112.13137},
eprinttype = {arXiv},
eprint = {2112.13137},
timestamp = {Tue, 04 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-13137.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/brainles-ws/DuncanRJMBSK20,
author = {Chase Duncan and
Francis Roxas and
Neel Jani and
Jane Maksimovic and
Matthew T. Bramlet and
Brad Sutton and
Sanmi Koyejo},
editor = {Alessandro Crimi and
Spyridon Bakas},
title = {Some New Tricks for Deep Glioma Segmentation},
booktitle = {Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain
Injuries - 6th International Workshop, BrainLes 2020, Held in Conjunction
with {MICCAI} 2020, Lima, Peru, October 4, 2020, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12659},
pages = {320--330},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-72087-2\_28},
doi = {10.1007/978-3-030-72087-2\_28},
timestamp = {Wed, 08 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/brainles-ws/DuncanRJMBSK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/HabeebK20,
author = {Haroun Habeeb and
Oluwasanmi Koyejo},
title = {Towards a Deep Network Architecture for Structured Smoothness},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=Hklr204Fvr},
timestamp = {Thu, 07 May 2020 17:11:47 +0200},
biburl = {https://dblp.org/rec/conf/iclr/HabeebK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HiranandaniVKJ20,
author = {Gaurush Hiranandani and
Warut Vijitbenjaronk and
Sanmi Koyejo and
Prateek Jain},
title = {Optimization and Analysis of the pAp@k Metric for Recommender Systems},
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 = {4260--4270},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/hiranandani20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/HiranandaniVKJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XieKG20,
author = {Cong Xie and
Sanmi Koyejo and
Indranil Gupta},
title = {Zeno++: Robust Fully Asynchronous {SGD}},
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 = {10495--10503},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/xie20c.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/XieKG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YangK20,
author = {Forest Yang and
Sanmi Koyejo},
title = {On the consistency of top-k surrogate losses},
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 = {10727--10735},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/yang20f.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/YangK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/LiuSBWHKD20,
author = {Ran Liu and
Cem Subakan and
Aishwarya H. Balwani and
Jennifer D. Whitesell and
Julie Harris and
Sanmi Koyejo and
Eva L. Dyer},
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 = {A Generative Modeling Approach for Interpreting Population-Level Variability
in Brain Structure},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2020 - 23rd International Conference, Lima, Peru, October 4-8, 2020,
Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {12265},
pages = {257--266},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-59722-1\_25},
doi = {10.1007/978-3-030-59722-1\_25},
timestamp = {Fri, 07 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/LiuSBWHKD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HiranandaniNK20,
author = {Gaurush Hiranandani and
Harikrishna Narasimhan and
Oluwasanmi Koyejo},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Fair Performance Metric Elicitation},
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/7ec2442aa04c157590b2fa1a7d093a33-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HiranandaniNK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/XieZKGLL20,
author = {Cong Xie and
Shuai Zheng and
Oluwasanmi Koyejo and
Indranil Gupta and
Mu Li and
Haibin Lin},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {{CSER:} Communication-efficient {SGD} with Error Reset},
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/94cb02feb750f20bad8a85dfe7e18d11-Abstract.html},
timestamp = {Wed, 19 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/XieZKGLL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YangCK20,
author = {Forest Yang and
Mouhamadou Cisse and
Oluwasanmi Koyejo},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Fairness with Overlapping Groups; a Probabilistic Perspective},
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/29c0605a3bab4229e46723f89cf59d83-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YangCK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-08572,
author = {Zengjie Song and
Oluwasanmi Koyejo and
Jiangshe Zhang},
title = {Towards {A} Controllable Disentanglement Network},
journal = {CoRR},
volume = {abs/2001.08572},
year = {2020},
url = {https://arxiv.org/abs/2001.08572},
eprinttype = {arXiv},
eprint = {2001.08572},
timestamp = {Fri, 05 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-08572.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-10495,
author = {Amar Budhiraja and
Gaurush Hiranandani and
Navya Yarrabelly and
Ayush Choure and
Oluwasanmi Koyejo and
Prateek Jain},
title = {Rich-Item Recommendations for Rich-Users via {GCNN:} Exploiting Dynamic
and Static Side Information},
journal = {CoRR},
volume = {abs/2001.10495},
year = {2020},
url = {https://arxiv.org/abs/2001.10495},
eprinttype = {arXiv},
eprint = {2001.10495},
timestamp = {Thu, 30 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-10495.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-12732,
author = {Gaurush Hiranandani and
Harikrishna Narasimhan and
Oluwasanmi Koyejo},
title = {Fair Performance Metric Elicitation},
journal = {CoRR},
volume = {abs/2006.12732},
year = {2020},
url = {https://arxiv.org/abs/2006.12732},
eprinttype = {arXiv},
eprint = {2006.12732},
timestamp = {Thu, 02 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-12732.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-13485,
author = {Forest Yang and
Moustapha Ciss{\'{e}} and
Sanmi Koyejo},
title = {Fairness with Overlapping Groups},
journal = {CoRR},
volume = {abs/2006.13485},
year = {2020},
url = {https://arxiv.org/abs/2006.13485},
eprinttype = {arXiv},
eprint = {2006.13485},
timestamp = {Wed, 01 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-13485.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-14512,
author = {Kaizhao Liang and
Jacky Y. Zhang and
Oluwasanmi Koyejo and
Bo Li},
title = {Does Adversarial Transferability Indicate Knowledge Transferability?},
journal = {CoRR},
volume = {abs/2006.14512},
year = {2020},
url = {https://arxiv.org/abs/2006.14512},
eprinttype = {arXiv},
eprint = {2006.14512},
timestamp = {Tue, 08 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-14512.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-00715,
author = {Jacky Y. Zhang and
Rajiv Khanna and
Anastasios Kyrillidis and
Oluwasanmi Koyejo},
title = {Bayesian Coresets: An Optimization Perspective},
journal = {CoRR},
volume = {abs/2007.00715},
year = {2020},
url = {https://arxiv.org/abs/2007.00715},
eprinttype = {arXiv},
eprint = {2007.00715},
timestamp = {Mon, 06 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-00715.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-05597,
author = {Siddharth Biswal and
Peiye Zhuang and
Ayis Pyrros and
Nasir Siddiqui and
Sanmi Koyejo and
Jimeng Sun},
title = {{EMIXER:} End-to-end Multimodal X-ray Generation via Self-supervision},
journal = {CoRR},
volume = {abs/2007.05597},
year = {2020},
url = {https://arxiv.org/abs/2007.05597},
eprinttype = {arXiv},
eprint = {2007.05597},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-05597.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-13221,
author = {Cong Xie and
Shuai Zheng and
Oluwasanmi Koyejo and
Indranil Gupta and
Mu Li and
Haibin Lin},
title = {{CSER:} Communication-efficient {SGD} with Error Reset},
journal = {CoRR},
volume = {abs/2007.13221},
year = {2020},
url = {https://arxiv.org/abs/2007.13221},
eprinttype = {arXiv},
eprint = {2007.13221},
timestamp = {Wed, 19 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-13221.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-01516,
author = {Gaurush Hiranandani and
Jatin Mathur and
Harikrishna Narasimhan and
Oluwasanmi Koyejo},
title = {Quadratic Metric Elicitation with Application to Fairness},
journal = {CoRR},
volume = {abs/2011.01516},
year = {2020},
url = {https://arxiv.org/abs/2011.01516},
eprinttype = {arXiv},
eprint = {2011.01516},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-01516.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-05601,
author = {Katherine Tsai and
Mladen Kolar and
Oluwasanmi Koyejo},
title = {A Nonconvex Framework for Structured Dynamic Covariance Recovery},
journal = {CoRR},
volume = {abs/2011.05601},
year = {2020},
url = {https://arxiv.org/abs/2011.05601},
eprinttype = {arXiv},
eprint = {2011.05601},
timestamp = {Thu, 12 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-05601.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/WuKP19,
author = {Anqi Wu and
Oluwasanmi Koyejo and
Jonathan W. Pillow},
title = {Dependent relevance determination for smooth and structured sparse
regression},
journal = {J. Mach. Learn. Res.},
volume = {20},
pages = {89:1--89:43},
year = {2019},
url = {http://jmlr.org/papers/v20/17-757.html},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/WuKP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acssc/ZhuangCLK19,
author = {Peiye Zhuang and
Bliss Chapman and
Ran Li and
Sanmi Koyejo},
editor = {Michael B. Matthews},
title = {Synthetic Power Analyses: Empirical Evaluation and Application to
Cognitive Neuroimaging},
booktitle = {53rd Asilomar Conference on Signals, Systems, and Computers, {ACSCC}
2019, Pacific Grove, CA, USA, November 3-6, 2019},
pages = {1192--1196},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/IEEECONF44664.2019.9048971},
doi = {10.1109/IEEECONF44664.2019.9048971},
timestamp = {Wed, 04 Nov 2020 13:32:57 +0100},
biburl = {https://dblp.org/rec/conf/acssc/ZhuangCLK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HiranandaniBMK19,
author = {Gaurush Hiranandani and
Shant Boodaghians and
Ruta Mehta and
Oluwasanmi Koyejo},
editor = {Kamalika Chaudhuri and
Masashi Sugiyama},
title = {Performance Metric Elicitation from Pairwise Classifier Comparisons},
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 = {371--379},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v89/hiranandani19a.html},
timestamp = {Fri, 07 Jun 2019 09:03:47 +0200},
biburl = {https://dblp.org/rec/conf/aistats/HiranandaniBMK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/KhannaKGK19,
author = {Rajiv Khanna and
Been Kim and
Joydeep Ghosh and
Sanmi Koyejo},
editor = {Kamalika Chaudhuri and
Masashi Sugiyama},
title = {Interpreting Black Box Predictions using Fisher Kernels},
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 = {3382--3390},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v89/khanna19a.html},
timestamp = {Fri, 07 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/KhannaKGK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/DeshpandeHSPSKZ19,
author = {Ishan Deshpande and
Yuan{-}Ting Hu and
Ruoyu Sun and
Ayis Pyrros and
Nasir Siddiqui and
Sanmi Koyejo and
Zhizhen Zhao and
David A. Forsyth and
Alexander G. Schwing},
title = {Max-Sliced Wasserstein Distance and Its Use for GANs},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2019, Long Beach, CA, USA, June 16-20, 2019},
pages = {10648--10656},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2019},
url = {http://openaccess.thecvf.com/content\_CVPR\_2019/html/Deshpande\_Max-Sliced\_Wasserstein\_Distance\_and\_Its\_Use\_for\_GANs\_CVPR\_2019\_paper.html},
doi = {10.1109/CVPR.2019.01090},
timestamp = {Mon, 30 Aug 2021 17:01:14 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/DeshpandeHSPSKZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GengYKK19,
author = {Sinong Geng and
Minhao Yan and
Mladen Kolar and
Sanmi Koyejo},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Partially Linear Additive Gaussian Graphical 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 = {2180--2190},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/geng19a.html},
timestamp = {Tue, 11 Jun 2019 15:37:38 +0200},
biburl = {https://dblp.org/rec/conf/icml/GengYKK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XieKG19,
author = {Cong Xie and
Sanmi Koyejo and
Indranil Gupta},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Zeno: Distributed Stochastic Gradient Descent with Suspicion-based
Fault-tolerance},
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 = {6893--6901},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/xie19b.html},
timestamp = {Tue, 11 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/XieKG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/ZhuangSK19,
author = {Peiye Zhuang and
Alexander G. Schwing and
Oluwasanmi Koyejo},
title = {{FMRI} Data Augmentation Via Synthesis},
booktitle = {16th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2019, Venice, Italy, April 8-11, 2019},
pages = {1783--1787},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ISBI.2019.8759585},
doi = {10.1109/ISBI.2019.8759585},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/ZhuangSK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhangKKK19,
author = {Jacky Y. Zhang and
Rajiv Khanna and
Anastasios Kyrillidis and
Oluwasanmi Koyejo},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Learning Sparse Distributions using Iterative Hard Thresholding},
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 = {6757--6766},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/14678db82874f1456031fcc05a3afaf6-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ZhangKKK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HiranandaniBMK19,
author = {Gaurush Hiranandani and
Shant Boodaghians and
Ruta Mehta and
Oluwasanmi Koyejo},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Multiclass Performance Metric Elicitation},
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 = {9351--9360},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/1fd09c5f59a8ff35d499c0ee25a1d47e-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HiranandaniBMK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/XieKG19,
author = {Cong Xie and
Oluwasanmi Koyejo and
Indranil Gupta},
editor = {Ulf Brefeld and
{\'{E}}lisa Fromont and
Andreas Hotho and
Arno J. Knobbe and
Marloes H. Maathuis and
C{\'{e}}line Robardet},
title = {{SLSGD:} Secure and Efficient Distributed On-device Machine Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2019, W{\"{u}}rzburg, Germany, September 16-20,
2019, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11907},
pages = {213--228},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-46147-8\_13},
doi = {10.1007/978-3-030-46147-8\_13},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/XieKG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/XieKG19,
author = {Cong Xie and
Oluwasanmi Koyejo and
Indranil Gupta},
editor = {Amir Globerson and
Ricardo Silva},
title = {Fall of Empires: Breaking Byzantine-tolerant {SGD} by Inner Product
Manipulation},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {261--270},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/xie20a.html},
timestamp = {Tue, 15 Dec 2020 17:40:18 +0100},
biburl = {https://dblp.org/rec/conf/uai/XieKG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GengKK19,
author = {Sinong Geng and
Mladen Kolar and
Oluwasanmi Koyejo},
editor = {Amir Globerson and
Ricardo Silva},
title = {Joint Nonparametric Precision Matrix Estimation with Confounding},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {378--388},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/geng20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/GengKK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/HiranandaniSKA19,
author = {Gaurush Hiranandani and
Raghav Somani and
Oluwasanmi Koyejo and
Sreangsu Acharyya},
editor = {J. Shane Culpepper and
Alistair Moffat and
Paul N. Bennett and
Kristina Lerman},
title = {Clustered Monotone Transforms for Rating Factorization},
booktitle = {Proceedings of the Twelfth {ACM} International Conference on Web Search
and Data Mining, {WSDM} 2019, Melbourne, VIC, Australia, February
11-15, 2019},
pages = {132--140},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3289600.3291005},
doi = {10.1145/3289600.3291005},
timestamp = {Sat, 30 May 2020 20:02:29 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/HiranandaniSKA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-11141,
author = {Forest Yang and
Sanmi Koyejo},
title = {On the Consistency of Top-k Surrogate Losses},
journal = {CoRR},
volume = {abs/1901.11141},
year = {2019},
url = {http://arxiv.org/abs/1901.11141},
eprinttype = {arXiv},
eprint = {1901.11141},
timestamp = {Mon, 04 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-11141.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-03934,
author = {Cong Xie and
Sanmi Koyejo and
Indranil Gupta},
title = {Asynchronous Federated Optimization},
journal = {CoRR},
volume = {abs/1903.03934},
year = {2019},
url = {http://arxiv.org/abs/1903.03934},
eprinttype = {arXiv},
eprint = {1903.03934},
timestamp = {Sun, 31 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-03934.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-03936,
author = {Cong Xie and
Sanmi Koyejo and
Indranil Gupta},
title = {Fall of Empires: Breaking Byzantine-tolerant {SGD} by Inner Product
Manipulation},
journal = {CoRR},
volume = {abs/1903.03936},
year = {2019},
url = {http://arxiv.org/abs/1903.03936},
eprinttype = {arXiv},
eprint = {1903.03936},
timestamp = {Sun, 31 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-03936.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-06996,
author = {Cong Xie and
Sanmi Koyejo and
Indranil Gupta},
title = {Practical Distributed Learning: Secure Machine Learning with Communication-Efficient
Local Updates},
journal = {CoRR},
volume = {abs/1903.06996},
year = {2019},
url = {http://arxiv.org/abs/1903.06996},
eprinttype = {arXiv},
eprint = {1903.06996},
timestamp = {Mon, 01 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-06996.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-05877,
author = {Ishan Deshpande and
Yuan{-}Ting Hu and
Ruoyu Sun and
Ayis Pyrros and
Nasir Siddiqui and
Sanmi Koyejo and
Zhizhen Zhao and
David A. Forsyth and
Alexander G. Schwing},
title = {Max-Sliced Wasserstein Distance and its use for GANs},
journal = {CoRR},
volume = {abs/1904.05877},
year = {2019},
url = {http://arxiv.org/abs/1904.05877},
eprinttype = {arXiv},
eprint = {1904.05877},
timestamp = {Thu, 03 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-05877.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-03362,
author = {Sinong Geng and
Minhao Yan and
Mladen Kolar and
Oluwasanmi Koyejo},
title = {Partially Linear Additive Gaussian Graphical Models},
journal = {CoRR},
volume = {abs/1906.03362},
year = {2019},
url = {http://arxiv.org/abs/1906.03362},
eprinttype = {arXiv},
eprint = {1906.03362},
timestamp = {Fri, 14 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-03362.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-06134,
author = {Peiye Zhuang and
Alexander G. Schwing and
Sanmi Koyejo},
title = {{FMRI} data augmentation via synthesis},
journal = {CoRR},
volume = {abs/1907.06134},
year = {2019},
url = {http://arxiv.org/abs/1907.06134},
eprinttype = {arXiv},
eprint = {1907.06134},
timestamp = {Wed, 17 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-06134.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-09615,
author = {Shalmali Joshi and
Oluwasanmi Koyejo and
Warut Vijitbenjaronk and
Been Kim and
Joydeep Ghosh},
title = {Towards Realistic Individual Recourse and Actionable Explanations
in Black-Box Decision Making Systems},
journal = {CoRR},
volume = {abs/1907.09615},
year = {2019},
url = {http://arxiv.org/abs/1907.09615},
eprinttype = {arXiv},
eprint = {1907.09615},
timestamp = {Tue, 30 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-09615.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-09057,
author = {Xiaoyan Wang and
Ran Li and
Bowei Yan and
Oluwasanmi Koyejo},
title = {Consistent Classification with Generalized Metrics},
journal = {CoRR},
volume = {abs/1908.09057},
year = {2019},
url = {http://arxiv.org/abs/1908.09057},
eprinttype = {arXiv},
eprint = {1908.09057},
timestamp = {Thu, 29 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-09057.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-13389,
author = {Jacky Y. Zhang and
Rajiv Khanna and
Anastasios Kyrillidis and
Oluwasanmi Koyejo},
title = {Learning Sparse Distributions using Iterative Hard Thresholding},
journal = {CoRR},
volume = {abs/1910.13389},
year = {2019},
url = {http://arxiv.org/abs/1910.13389},
eprinttype = {arXiv},
eprint = {1910.13389},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-13389.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-09030,
author = {Cong Xie and
Oluwasanmi Koyejo and
Indranil Gupta and
Haibin Lin},
title = {Local AdaAlter: Communication-Efficient Stochastic Gradient Descent
with Adaptive Learning Rates},
journal = {CoRR},
volume = {abs/1911.09030},
year = {2019},
url = {http://arxiv.org/abs/1911.09030},
eprinttype = {arXiv},
eprint = {1911.09030},
timestamp = {Tue, 03 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-09030.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-04977,
author = {Peter Kairouz and
H. Brendan McMahan and
Brendan Avent and
Aur{\'{e}}lien Bellet and
Mehdi Bennis and
Arjun Nitin Bhagoji and
Kallista A. Bonawitz and
Zachary Charles and
Graham Cormode and
Rachel Cummings and
Rafael G. L. D'Oliveira and
Salim El Rouayheb and
David Evans and
Josh Gardner and
Zachary Garrett and
Adri{\`{a}} Gasc{\'{o}}n and
Badih Ghazi and
Phillip B. Gibbons and
Marco Gruteser and
Za{\"{\i}}d Harchaoui and
Chaoyang He and
Lie He and
Zhouyuan Huo and
Ben Hutchinson and
Justin Hsu and
Martin Jaggi and
Tara Javidi and
Gauri Joshi and
Mikhail Khodak and
Jakub Kone{\v{c}}n{\'y} and
Aleksandra Korolova and
Farinaz Koushanfar and
Sanmi Koyejo and
Tancr{\`{e}}de Lepoint and
Yang Liu and
Prateek Mittal and
Mehryar Mohri and
Richard Nock and
Ayfer {\"{O}}zg{\"{u}}r and
Rasmus Pagh and
Mariana Raykova and
Hang Qi and
Daniel Ramage and
Ramesh Raskar and
Dawn Song and
Weikang Song and
Sebastian U. Stich and
Ziteng Sun and
Ananda Theertha Suresh and
Florian Tram{\`{e}}r and
Praneeth Vepakomma and
Jianyu Wang and
Li Xiong and
Zheng Xu and
Qiang Yang and
Felix X. Yu and
Han Yu and
Sen Zhao},
title = {Advances and Open Problems in Federated Learning},
journal = {CoRR},
volume = {abs/1912.04977},
year = {2019},
url = {http://arxiv.org/abs/1912.04977},
eprinttype = {arXiv},
eprint = {1912.04977},
timestamp = {Mon, 11 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-04977.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-11675,
author = {Zengjie Song and
Oluwasanmi Koyejo and
Jiangshe Zhang},
title = {Learning Controllable Disentangled Representations with Decorrelation
Regularization},
journal = {CoRR},
volume = {abs/1912.11675},
year = {2019},
url = {http://arxiv.org/abs/1912.11675},
eprinttype = {arXiv},
eprint = {1912.11675},
timestamp = {Fri, 05 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-11675.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/AndersenWHPK18,
author = {Michael Riis Andersen and
Ole Winther and
Lars Kai Hansen and
Russell A. Poldrack and
Oluwasanmi Koyejo},
editor = {Amos J. Storkey and
Fernando P{\'{e}}rez{-}Cruz},
title = {Bayesian Structure Learning for Dynamic Brain Connectivity},
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 = {1436--1446},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v84/andersen18a.html},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/AndersenWHPK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YanKZR18,
author = {Bowei Yan and
Oluwasanmi Koyejo and
Kai Zhong and
Pradeep Ravikumar},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Binary Classification with Karmic, Threshold-Quasi-Concave Metrics},
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 = {5527--5536},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/yan18b.html},
timestamp = {Wed, 03 Apr 2019 18:17:30 +0200},
biburl = {https://dblp.org/rec/conf/icml/YanKZR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ZhuK18,
author = {Yizhi Zhu and
Oluwasanmi Koyejo},
editor = {Amir Globerson and
Ricardo Silva},
title = {Clustered Fused Graphical Lasso},
booktitle = {Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2018, Monterey, California, USA, August 6-10,
2018},
pages = {487--496},
publisher = {{AUAI} Press},
year = {2018},
url = {http://auai.org/uai2018/proceedings/papers/186.pdf},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/ZhuK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-10116,
author = {Cong Xie and
Oluwasanmi Koyejo and
Indranil Gupta},
title = {Generalized Byzantine-tolerant {SGD}},
journal = {CoRR},
volume = {abs/1802.10116},
year = {2018},
url = {http://arxiv.org/abs/1802.10116},
eprinttype = {arXiv},
eprint = {1802.10116},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-10116.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-04357,
author = {Y. Cem S{\"{u}}bakan and
Oluwasanmi Koyejo and
Paris Smaragdis},
title = {Learning the Base Distribution in Implicit Generative Models},
journal = {CoRR},
volume = {abs/1803.04357},
year = {2018},
url = {http://arxiv.org/abs/1803.04357},
eprinttype = {arXiv},
eprint = {1803.04357},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-04357.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-09682,
author = {Cong Xie and
Oluwasanmi Koyejo and
Indranil Gupta},
title = {Phocas: dimensional Byzantine-resilient stochastic gradient descent},
journal = {CoRR},
volume = {abs/1805.09682},
year = {2018},
url = {http://arxiv.org/abs/1805.09682},
eprinttype = {arXiv},
eprint = {1805.09682},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-09682.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-10032,
author = {Cong Xie and
Oluwasanmi Koyejo and
Indranil Gupta},
title = {Zeno: Byzantine-suspicious stochastic gradient descent},
journal = {CoRR},
volume = {abs/1805.10032},
year = {2018},
url = {http://arxiv.org/abs/1805.10032},
eprinttype = {arXiv},
eprint = {1805.10032},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-10032.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-00640,
author = {Bowei Yan and
Oluwasanmi Koyejo and
Kai Zhong and
Pradeep Ravikumar},
title = {Binary Classification with Karmic, Threshold-Quasi-Concave Metrics},
journal = {CoRR},
volume = {abs/1806.00640},
year = {2018},
url = {http://arxiv.org/abs/1806.00640},
eprinttype = {arXiv},
eprint = {1806.00640},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-00640.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-01827,
author = {Gaurush Hiranandani and
Shant Boodaghians and
Ruta Mehta and
Oluwasanmi Koyejo},
title = {Eliciting Binary Performance Metrics},
journal = {CoRR},
volume = {abs/1806.01827},
year = {2018},
url = {http://arxiv.org/abs/1806.01827},
eprinttype = {arXiv},
eprint = {1806.01827},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-01827.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-08867,
author = {Shalmali Joshi and
Oluwasanmi Koyejo and
Been Kim and
Joydeep Ghosh},
title = {xGEMs: Generating Examplars to Explain Black-Box Models},
journal = {CoRR},
volume = {abs/1806.08867},
year = {2018},
url = {http://arxiv.org/abs/1806.08867},
eprinttype = {arXiv},
eprint = {1806.08867},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-08867.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-00258,
author = {Yogatheesan Varatharajah and
Brent M. Berry and
Sanmi Koyejo and
Ravishankar K. Iyer},
title = {A Contextual-bandit-based Approach for Informed Decision-making in
Clinical Trials},
journal = {CoRR},
volume = {abs/1809.00258},
year = {2018},
url = {http://arxiv.org/abs/1809.00258},
eprinttype = {arXiv},
eprint = {1809.00258},
timestamp = {Fri, 05 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-00258.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-07147,
author = {Sinong Geng and
Mladen Kolar and
Oluwasanmi Koyejo},
title = {Joint Nonparametric Precision Matrix Estimation with Confounding},
journal = {CoRR},
volume = {abs/1810.07147},
year = {2018},
url = {http://arxiv.org/abs/1810.07147},
eprinttype = {arXiv},
eprint = {1810.07147},
timestamp = {Thu, 01 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-07147.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-10118,
author = {Rajiv Khanna and
Been Kim and
Joydeep Ghosh and
Oluwasanmi Koyejo},
title = {Interpreting Black Box Predictions using Fisher Kernels},
journal = {CoRR},
volume = {abs/1810.10118},
year = {2018},
url = {http://arxiv.org/abs/1810.10118},
eprinttype = {arXiv},
eprint = {1810.10118},
timestamp = {Wed, 31 Oct 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-10118.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-00159,
author = {Gaurush Hiranandani and
Raghav Somani and
Oluwasanmi Koyejo and
Sreangsu Acharyya},
title = {Clustered Monotone Transforms for Rating Factorization},
journal = {CoRR},
volume = {abs/1811.00159},
year = {2018},
url = {http://arxiv.org/abs/1811.00159},
eprinttype = {arXiv},
eprint = {1811.00159},
timestamp = {Thu, 22 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-00159.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/GilronRKPM17,
author = {Ro'ee Gilron and
Jonathan D. Rosenblatt and
Oluwasanmi Koyejo and
Russell A. Poldrack and
Roy Mukamel},
title = {What's in a pattern? Examining the type of signal multivariate analysis
uncovers at the group level},
journal = {NeuroImage},
volume = {146},
pages = {113--120},
year = {2017},
url = {https://doi.org/10.1016/j.neuroimage.2016.11.019},
doi = {10.1016/J.NEUROIMAGE.2016.11.019},
timestamp = {Mon, 30 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neuroimage/GilronRKPM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/RubinKGJPY17,
author = {Timothy N. Rubin and
Oluwasanmi Koyejo and
Krzysztof J. Gorgolewski and
Michael N. Jones and
Russell A. Poldrack and
Tal Yarkoni},
title = {Decoding brain activity using a large-scale probabilistic functional-anatomical
atlas of human cognition},
journal = {PLoS Comput. Biol.},
volume = {13},
number = {10},
year = {2017},
url = {https://doi.org/10.1371/journal.pcbi.1005649},
doi = {10.1371/JOURNAL.PCBI.1005649},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/RubinKGJPY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BhowmikGK17,
author = {Avradeep Bhowmik and
Joydeep Ghosh and
Oluwasanmi Koyejo},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Frequency Domain Predictive Modelling with Aggregated Data},
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 = {971--980},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/bhowmik17a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BhowmikGK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/KhannaGPK17,
author = {Rajiv Khanna and
Joydeep Ghosh and
Russell A. Poldrack and
Oluwasanmi Koyejo},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Information Projection and Approximate Inference for Structured Sparse
Variables},
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 = {1358--1366},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/khanna17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/KhannaGPK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DembczynskiKKN17,
author = {Krzysztof Dembczynski and
Wojciech Kotlowski and
Oluwasanmi Koyejo and
Nagarajan Natarajan},
editor = {Doina Precup and
Yee Whye Teh},
title = {Consistency Analysis for Binary Classification Revisited},
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 = {961--969},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/dembczynski17a.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/DembczynskiKKN17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/KhannaGPK17,
author = {Rajiv Khanna and
Joydeep Ghosh and
Russell A. Poldrack and
Oluwasanmi Koyejo},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {A Deflation Method for Structured Probabilistic {PCA}},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {534--542},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.60},
doi = {10.1137/1.9781611974973.60},
timestamp = {Fri, 04 Oct 2019 16:19:51 +0200},
biburl = {https://dblp.org/rec/conf/sdm/KhannaGPK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/JoshiGRK16,
author = {Shalmali Joshi and
Joydeep Ghosh and
Mark Reid and
Oluwasanmi Koyejo},
title = {R{\'{e}}nyi divergence minimization based co-regularized multiview
clustering},
journal = {Mach. Learn.},
volume = {104},
number = {2-3},
pages = {411--439},
year = {2016},
url = {https://doi.org/10.1007/s10994-016-5543-2},
doi = {10.1007/S10994-016-5543-2},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/JoshiGRK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BhowmikGK16,
author = {Avradeep Bhowmik and
Joydeep Ghosh and
Oluwasanmi Koyejo},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {Sparse Parameter Recovery from Aggregated Data},
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 = {1090--1099},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/bhowmik16.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/icml/BhowmikGK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AsterisKKP16,
author = {Megasthenis Asteris and
Anastasios Kyrillidis and
Oluwasanmi Koyejo and
Russell A. Poldrack},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {A Simple and Provable Algorithm for Sparse Diagonal {CCA}},
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 = {1148--1157},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/asteris16.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AsterisKKP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NatarajanKRD16,
author = {Nagarajan Natarajan and
Oluwasanmi Koyejo and
Pradeep Ravikumar and
Inderjit S. Dhillon},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {Optimal Classification with Multivariate Losses},
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 = {1530--1538},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/natarajan16.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/NatarajanKRD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RubinKJY16,
author = {Timothy N. Rubin and
Oluwasanmi Koyejo and
Michael N. Jones and
Tal Yarkoni},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Generalized Correspondence-LDA Models {(GC-LDA)} for Identifying Functional
Regions in the Brain},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {1118--1126},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/6a10bbd480e4c5573d8f3af73ae0454b-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/RubinKJY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GunasekarKG16,
author = {Suriya Gunasekar and
Oluwasanmi Koyejo and
Joydeep Ghosh},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Preference Completion from Partial Rankings},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {1370--1378},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/872488f88d1b2db54d55bc8bba2fad1b-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/GunasekarKG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KimKK16,
author = {Been Kim and
Oluwasanmi Koyejo and
Rajiv Khanna},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Examples are not enough, learn to criticize! Criticism for Interpretability},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {2280--2288},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/5680522b8e2bb01943234bce7bf84534-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/KimKK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BhowmikGK16,
author = {Avradeep Bhowmik and
Joydeep Ghosh and
Oluwasanmi Koyejo},
title = {Generalized Linear Models for Aggregated Data},
journal = {CoRR},
volume = {abs/1605.04466},
year = {2016},
url = {http://arxiv.org/abs/1605.04466},
eprinttype = {arXiv},
eprint = {1605.04466},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BhowmikGK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AsterisKKP16,
author = {Megasthenis Asteris and
Anastasios Kyrillidis and
Oluwasanmi Koyejo and
Russell A. Poldrack},
title = {A simple and provable algorithm for sparse diagonal {CCA}},
journal = {CoRR},
volume = {abs/1605.08961},
year = {2016},
url = {http://arxiv.org/abs/1605.08961},
eprinttype = {arXiv},
eprint = {1605.08961},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AsterisKKP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KhannaGPK16,
author = {Rajiv Khanna and
Joydeep Ghosh and
Russell A. Poldrack and
Oluwasanmi Koyejo},
title = {Information Projection and Approximate Inference for Structured Sparse
Variables},
journal = {CoRR},
volume = {abs/1607.03204},
year = {2016},
url = {http://arxiv.org/abs/1607.03204},
eprinttype = {arXiv},
eprint = {1607.03204},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KhannaGPK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GunasekarKG16,
author = {Suriya Gunasekar and
Oluwasanmi Koyejo and
Joydeep Ghosh},
title = {Preference Completion from Partial Rankings},
journal = {CoRR},
volume = {abs/1611.04218},
year = {2016},
url = {http://arxiv.org/abs/1611.04218},
eprinttype = {arXiv},
eprint = {1611.04218},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GunasekarKG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/ShineKBGGP15,
author = {James M. Shine and
Oluwasanmi Koyejo and
Peter T. Bell and
Krzysztof J. Gorgolewski and
Moran Gilat and
Russell A. Poldrack},
title = {Estimation of dynamic functional connectivity using Multiplication
of Temporal Derivatives},
journal = {NeuroImage},
volume = {122},
pages = {399--407},
year = {2015},
url = {https://doi.org/10.1016/j.neuroimage.2015.07.064},
doi = {10.1016/J.NEUROIMAGE.2015.07.064},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neuroimage/ShineKBGGP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BhowmikGK15,
author = {Avradeep Bhowmik and
Joydeep Ghosh and
Oluwasanmi Koyejo},
editor = {Guy Lebanon and
S. V. N. Vishwanathan},
title = {Generalized Linear Models for Aggregated Data},
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/bhowmik15.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BhowmikGK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/KhannaGPK15,
author = {Rajiv Khanna and
Joydeep Ghosh and
Russell A. Poldrack and
Oluwasanmi Koyejo},
editor = {Guy Lebanon and
S. V. N. Vishwanathan},
title = {Sparse Submodular Probabilistic {PCA}},
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/khanna15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/KhannaGPK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ichi/JoshiKRG15,
author = {Shalmali Joshi and
Oluwasanmi Koyejo and
Kristine Resurreccion and
Joydeep Ghosh},
editor = {Prabhakaran Balakrishnan and
Jaideep Srivatsava and
Wai{-}Tat Fu and
Sanda M. Harabagiu and
Fei Wang},
title = {Simultaneous Prognosis and Exploratory Analysis of Multiple Chronic
Conditions Using Clinical Notes},
booktitle = {2015 International Conference on Healthcare Informatics, {ICHI} 2015,
Dallas, TX, USA, October 21-23, 2015},
pages = {243--252},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICHI.2015.36},
doi = {10.1109/ICHI.2015.36},
timestamp = {Mon, 22 Apr 2024 21:24:17 +0200},
biburl = {https://dblp.org/rec/conf/ichi/JoshiKRG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ichi/JoshiKG15,
author = {Shalmali Joshi and
Oluwasanmi Koyejo and
Joydeep Ghosh},
editor = {Prabhakaran Balakrishnan and
Jaideep Srivatsava and
Wai{-}Tat Fu and
Sanda M. Harabagiu and
Fei Wang},
title = {Simultaneous Prognosis of Multiple Chronic Conditions from Heterogeneous
{EHR} Data},
booktitle = {2015 International Conference on Healthcare Informatics, {ICHI} 2015,
Dallas, TX, USA, October 21-23, 2015},
pages = {497},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICHI.2015.87},
doi = {10.1109/ICHI.2015.87},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ichi/JoshiKG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KoyejoNRD15,
author = {Oluwasanmi Koyejo and
Nagarajan Natarajan and
Pradeep Ravikumar and
Inderjit S. Dhillon},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Consistent Multilabel Classification},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {3321--3329},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/85f007f8c50dd25f5a45fca73cad64bd-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/KoyejoNRD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/NatarajanKRD15,
author = {Nagarajan Natarajan and
Oluwasanmi Koyejo and
Pradeep Ravikumar and
Inderjit S. Dhillon},
title = {Optimal Decision-Theoretic Classification Using Non-Decomposable Performance
Metrics},
journal = {CoRR},
volume = {abs/1505.01802},
year = {2015},
url = {http://arxiv.org/abs/1505.01802},
eprinttype = {arXiv},
eprint = {1505.01802},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/NatarajanKRD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KoyejoLG14,
author = {Oluwasanmi Koyejo and
Cheng H. Lee and
Joydeep Ghosh},
title = {A constrained matrix-variate Gaussian process for transposable data},
journal = {Mach. Learn.},
volume = {97},
number = {1-2},
pages = {103--127},
year = {2014},
url = {https://doi.org/10.1007/s10994-014-5444-1},
doi = {10.1007/S10994-014-5444-1},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/KoyejoLG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KoyejoKGP14,
author = {Oluwasanmi Koyejo and
Rajiv Khanna and
Joydeep Ghosh and
Russell A. Poldrack},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {On Prior Distributions and Approximate Inference for Structured Variables},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {676--684},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/74071a673307ca7459bcf75fbd024e09-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/KoyejoKGP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WuPKP14,
author = {Anqi Wu and
Mijung Park and
Oluwasanmi Koyejo and
Jonathan W. Pillow},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Sparse Bayesian structure learning with dependent relevance determination
priors},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {1628--1636},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/f9a40a4780f5e1306c46f1c8daecee3b-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/WuPKP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KoyejoNRD14,
author = {Oluwasanmi Koyejo and
Nagarajan Natarajan and
Pradeep Ravikumar and
Inderjit S. Dhillon},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Consistent Binary Classification with Generalized Performance Metrics},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {2744--2752},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/30c8e1ca872524fbf7ea5c519ca397ee-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/KoyejoNRD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KoyejoLG14,
author = {Oluwasanmi Koyejo and
Cheng H. Lee and
Joydeep Ghosh},
title = {A Constrained Matrix-Variate Gaussian Process for Transposable Data},
journal = {CoRR},
volume = {abs/1404.6702},
year = {2014},
url = {http://arxiv.org/abs/1404.6702},
eprinttype = {arXiv},
eprint = {1404.6702},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KoyejoLG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fini/PoldrackBMWWDCKM13,
author = {Russell A. Poldrack and
Deanna M. Barch and
Jason P. Mitchell and
Tor D. Wager and
Anthony D. Wagner and
Joseph T. Devlin and
Chad Cumba and
Oluwasanmi Koyejo and
Michael P. Milham},
title = {Toward open sharing of task-based fMRI data: the OpenfMRI project},
journal = {Frontiers Neuroinformatics},
volume = {7},
pages = {12},
year = {2013},
url = {https://doi.org/10.3389/fninf.2013.00012},
doi = {10.3389/FNINF.2013.00012},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fini/PoldrackBMWWDCKM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ParkKGPP13,
author = {Mijung Park and
Oluwasanmi Koyejo and
Joydeep Ghosh and
Russell A. Poldrack and
Jonathan W. Pillow},
title = {Bayesian Structure Learning for Functional Neuroimaging},
booktitle = {Proceedings of the Sixteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2013, Scottsdale, AZ, USA,
April 29 - May 1, 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {31},
pages = {489--497},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v31/park13a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ParkKGPP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/LeeKG13,
author = {Cheng H. Lee and
Oluwasanmi Koyejo and
Joydeep Ghosh},
title = {Identifying candidate disease genes using a trace norm constrained
bipartite raking model},
booktitle = {35th Annual International Conference of the {IEEE} Engineering in
Medicine and Biology Society, {EMBC} 2013, Osaka, Japan, July 3-7,
2013},
pages = {3459--3462},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/EMBC.2013.6610286},
doi = {10.1109/EMBC.2013.6610286},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/embc/LeeKG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KoyejoLG13,
author = {Oluwasanmi Koyejo and
Cheng H. Lee and
Joydeep Ghosh},
editor = {Wei Ding and
Takashi Washio and
Hui Xiong and
George Karypis and
Bhavani Thuraisingham and
Diane J. Cook and
Xindong Wu},
title = {Constrained Gaussian Process Regression for Gene-Disease Association},
booktitle = {13th {IEEE} International Conference on Data Mining Workshops, {ICDM}
Workshops, TX, USA, December 7-10, 2013},
pages = {72--79},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICDMW.2013.150},
doi = {10.1109/ICDMW.2013.150},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/KoyejoLG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/prni/KoyejoPGP13,
author = {Oluwasanmi Koyejo and
Priyank Patel and
Joydeep Ghosh and
Russell A. Poldrack},
title = {Learning Predictive Cognitive Structure from fMRI Using Supervised
Topic Models},
booktitle = {International Workshop on Pattern Recognition in Neuroimaging, {PRNI}
2013, Philadelphia, PA, USA, June 22-24, 2013},
pages = {9--12},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/PRNI.2013.12},
doi = {10.1109/PRNI.2013.12},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/prni/KoyejoPGP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/KoyejoAG13,
author = {Oluwasanmi Koyejo and
Sreangsu Acharyya and
Joydeep Ghosh},
editor = {Qiang Yang and
Irwin King and
Qing Li and
Pearl Pu and
George Karypis},
title = {Retargeted matrix factorization for collaborative filtering},
booktitle = {Seventh {ACM} Conference on Recommender Systems, RecSys '13, Hong
Kong, China, October 12-16, 2013},
pages = {49--56},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2507157.2507185},
doi = {10.1145/2507157.2507185},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/recsys/KoyejoAG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/KoyejoG13,
author = {Oluwasanmi Koyejo and
Joydeep Ghosh},
editor = {Ann E. Nicholson and
Padhraic Smyth},
title = {Constrained Bayesian Inference for Low Rank Multitask Learning},
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=2395\&\#38;proceeding\_id=29},
timestamp = {Fri, 16 Jul 2021 16:15:58 +0200},
biburl = {https://dblp.org/rec/conf/uai/KoyejoG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1302-2576,
author = {Oluwasanmi Koyejo and
Cheng H. Lee and
Joydeep Ghosh},
title = {The trace norm constrained matrix-variate Gaussian process for multitask
bipartite ranking},
journal = {CoRR},
volume = {abs/1302.2576},
year = {2013},
url = {http://arxiv.org/abs/1302.2576},
eprinttype = {arXiv},
eprint = {1302.2576},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1302-2576.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KoyejoG13,
author = {Oluwasanmi Koyejo and
Joydeep Ghosh},
title = {Constrained Bayesian Inference for Low Rank Multitask Learning},
journal = {CoRR},
volume = {abs/1309.6840},
year = {2013},
url = {http://arxiv.org/abs/1309.6840},
eprinttype = {arXiv},
eprint = {1309.6840},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KoyejoG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/AcharyyaKG12,
author = {Sreangsu Acharyya and
Oluwasanmi Koyejo and
Joydeep Ghosh},
editor = {Nando de Freitas and
Kevin P. Murphy},
title = {Learning to Rank With Bregman Divergences and Monotone Retargeting},
booktitle = {Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial
Intelligence, Catalina Island, CA, USA, August 14-18, 2012},
pages = {15--25},
publisher = {{AUAI} Press},
year = {2012},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2265\&\#38;proceeding\_id=28},
timestamp = {Mon, 23 Nov 2020 08:36:48 +0100},
biburl = {https://dblp.org/rec/conf/uai/AcharyyaKG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1210-4851,
author = {Sreangsu Acharyya and
Oluwasanmi Koyejo and
Joydeep Ghosh},
title = {Learning to Rank With Bregman Divergences and Monotone Retargeting},
journal = {CoRR},
volume = {abs/1210.4851},
year = {2012},
url = {http://arxiv.org/abs/1210.4851},
eprinttype = {arXiv},
eprint = {1210.4851},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1210-4851.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aim/AzevedoBBCFHHHKKLLMMOPRSSD11,
author = {Roger Azevedo and
Gautam Biswas and
Dan Bohus and
Ted Carmichael and
Mark A. Finlayson and
Mirsad Hadzikadic and
Catherine Havasi and
Eric Horvitz and
Takayuki Kanda and
Oluwasanmi Koyejo and
William F. Lawless and
Douglas B. Lenat and
Felipe Meneguzzi and
Bilge Mutlu and
Jean Oh and
Roberto Pirrone and
Antoine Raux and
Donald A. Sofge and
Gita Sukthankar and
Benjamin Van Durme},
title = {Reports of the {AAAI} 2010 Fall Symposia},
journal = {{AI} Mag.},
volume = {32},
number = {1},
pages = {93--100},
year = {2011},
url = {https://doi.org/10.1609/aimag.v32i1.2338},
doi = {10.1609/AIMAG.V32I1.2338},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aim/AzevedoBBCFHHHKKLLMMOPRSSD11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/KoyejoG11,
author = {Oluwasanmi Koyejo and
Joydeep Ghosh},
editor = {Iv{\'{a}}n Cantador and
Peter Brusilovsky and
Tsvi Kuflik},
title = {A kernel-based approach to exploiting interaction-networks in heterogeneous
information sources for improved recommender systems},
booktitle = {Proceedings of the 2nd International Workshop on Information Heterogeneity
and Fusion in Recommender Systems, HetRec '11, Chicago, Illinois,
USA, October 27, 2011},
pages = {9--16},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2039320.2039322},
doi = {10.1145/2039320.2039322},
timestamp = {Fri, 21 Jan 2022 15:43:31 +0100},
biburl = {https://dblp.org/rec/conf/recsys/KoyejoG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aim/AzevedoBBCGHKKPPPSSS10,
author = {Roger Azevedo and
Trevor J. M. Bench{-}Capon and
Gautam Biswas and
Ted Carmichael and
Nancy L. Green and
Mirsad Hadzikadic and
Oluwasanmi Koyejo and
Unmesh Kurup and
Simon Parsons and
Roberto Pirrone and
Henry Prakken and
Alexei V. Samsonovich and
Donia Scott and
Richard Souvenir},
title = {Reports of the {AAAI} 2009 Fall Symposia},
journal = {{AI} Mag.},
volume = {31},
number = {1},
pages = {88--94},
year = {2010},
url = {https://doi.org/10.1609/aimag.v31i1.2289},
doi = {10.1609/AIMAG.V31I1.2289},
timestamp = {Mon, 22 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/aim/AzevedoBBCGHKKPPPSSS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaaifs/KoyejoS10,
author = {Oluwasanmi Koyejo and
Richard Souvenir},
title = {Organizing Committee},
booktitle = {Manifold Learning and Its Applications, Papers from the 2010 {AAAI}
Fall Symposium, Arlington, Virginia, USA, November 11-13, 2010},
series = {{AAAI} Technical Report},
volume = {{FS-10-06}},
publisher = {{AAAI}},
year = {2010},
url = {http://www.aaai.org/ocs/index.php/FSS/FSS10/paper/view/2371},
timestamp = {Thu, 26 Sep 2013 15:55:57 +0200},
biburl = {https://dblp.org/rec/conf/aaaifs/KoyejoS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaaifs/KoyejoS10a,
author = {Oluwasanmi Koyejo and
Richard Souvenir},
title = {Preface: Manifold Learning and Its Applications},
booktitle = {Manifold Learning and Its Applications, Papers from the 2010 {AAAI}
Fall Symposium, Arlington, Virginia, USA, November 11-13, 2010},
series = {{AAAI} Technical Report},
volume = {{FS-10-06}},
publisher = {{AAAI}},
year = {2010},
url = {http://www.aaai.org/ocs/index.php/FSS/FSS10/paper/view/2372},
timestamp = {Thu, 26 Sep 2013 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaaifs/KoyejoS10a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaaifs/KoyejoG09,
author = {Oluwasanmi Koyejo and
Joydeep Ghosh},
title = {MiPPS: {A} Generative Model for Multi-Manifold Clustering},
booktitle = {Manifold Learning and Its Applications, Papers from the 2009 {AAAI}
Fall Symposium, Arlington, Virginia, USA, November 5-7, 2009},
series = {{AAAI} Technical Report},
volume = {{FS-09-04}},
publisher = {{AAAI}},
year = {2009},
url = {http://aaai.org/ocs/index.php/FSS/FSS09/paper/view/923},
timestamp = {Thu, 26 Sep 2013 15:59:00 +0200},
biburl = {https://dblp.org/rec/conf/aaaifs/KoyejoG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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