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@inproceedings{DBLP:conf/aistats/LiZ24,
  author       = {Yinan Li and
                  Chicheng Zhang},
  editor       = {Sanjoy Dasgupta and
                  Stephan Mandt and
                  Yingzhen Li},
  title        = {Efficient Active Learning Halfspaces with Tsybakov Noise: {A} Non-convex
                  Optimization Approach},
  booktitle    = {International Conference on Artificial Intelligence and Statistics,
                  2-4 May 2024, Palau de Congressos, Valencia, Spain},
  series       = {Proceedings of Machine Learning Research},
  volume       = {238},
  pages        = {4744--4752},
  publisher    = {{PMLR}},
  year         = {2024},
  url          = {https://proceedings.mlr.press/v238/li24p.html},
  timestamp    = {Mon, 13 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/LiZ24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-11156,
  author       = {Kyoungseok Jang and
                  Chicheng Zhang and
                  Kwang{-}Sung Jun},
  title        = {Efficient Low-Rank Matrix Estimation, Experimental Design, and Arm-Set-Dependent
                  Low-Rank Bandits},
  journal      = {CoRR},
  volume       = {abs/2402.11156},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2402.11156},
  doi          = {10.48550/ARXIV.2402.11156},
  eprinttype    = {arXiv},
  eprint       = {2402.11156},
  timestamp    = {Fri, 22 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2402-11156.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/QinJZ23,
  author       = {Hao Qin and
                  Kwang{-}Sung Jun and
                  Chicheng Zhang},
  editor       = {Alice Oh and
                  Tristan Naumann and
                  Amir Globerson and
                  Kate Saenko and
                  Moritz Hardt and
                  Sergey Levine},
  title        = {Kullback-Leibler Maillard Sampling for Multi-armed Bandits with Bounded
                  Rewards},
  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/bdebb4549d5a79501bc151411abdb6d7-Abstract-Conference.html},
  timestamp    = {Fri, 01 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/QinJZ23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wiopt/GuoZLK23,
  author       = {Zhiwu Guo and
                  Chicheng Zhang and
                  Ming Li and
                  Marwan Krunz},
  title        = {Fair Coexistence of Heterogeneous Networks: {A} Novel Probabilistic
                  Multi-Armed Bandit Approach},
  booktitle    = {21st International Symposium on Modeling and Optimization in Mobile,
                  Ad Hoc, and Wireless Networks, WiOpt 2023, Singapore, August 24-27,
                  2023},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.23919/WiOpt58741.2023.10349867},
  doi          = {10.23919/WIOPT58741.2023.10349867},
  timestamp    = {Thu, 25 Jan 2024 09:25:31 +0100},
  biburl       = {https://dblp.org/rec/conf/wiopt/GuoZLK23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-14989,
  author       = {Hao Qin and
                  Kwang{-}Sung Jun and
                  Chicheng Zhang},
  title        = {Kullback-Leibler Maillard Sampling for Multi-armed Bandits with Bounded
                  Rewards},
  journal      = {CoRR},
  volume       = {abs/2304.14989},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2304.14989},
  doi          = {10.48550/ARXIV.2304.14989},
  eprinttype    = {arXiv},
  eprint       = {2304.14989},
  timestamp    = {Thu, 04 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2304-14989.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-15411,
  author       = {Yinan Li and
                  Chicheng Zhang},
  title        = {Efficient Active Learning Halfspaces with Tsybakov Noise: {A} Non-convex
                  Optimization Approach},
  journal      = {CoRR},
  volume       = {abs/2310.15411},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2310.15411},
  doi          = {10.48550/ARXIV.2310.15411},
  eprinttype    = {arXiv},
  eprint       = {2310.15411},
  timestamp    = {Tue, 31 Oct 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2310-15411.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-16860,
  author       = {Yichen Li and
                  Chicheng Zhang},
  title        = {Ensemble-based Interactive Imitation Learning},
  journal      = {CoRR},
  volume       = {abs/2312.16860},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2312.16860},
  doi          = {10.48550/ARXIV.2312.16860},
  eprinttype    = {arXiv},
  eprint       = {2312.16860},
  timestamp    = {Fri, 19 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2312-16860.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/YanZ22,
  author       = {Tom Yan and
                  Chicheng Zhang},
  editor       = {Gustau Camps{-}Valls and
                  Francisco J. R. Ruiz and
                  Isabel Valera},
  title        = {Margin-distancing for safe model explanation},
  booktitle    = {International Conference on Artificial Intelligence and Statistics,
                  {AISTATS} 2022, 28-30 March 2022, Virtual Event},
  series       = {Proceedings of Machine Learning Research},
  volume       = {151},
  pages        = {5104--5134},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v151/yan22a.html},
  timestamp    = {Sat, 30 Sep 2023 09:34:08 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/YanZ22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0013ZC22,
  author       = {Zhi Wang and
                  Chicheng Zhang and
                  Kamalika Chaudhuri},
  editor       = {Kamalika Chaudhuri and
                  Stefanie Jegelka and
                  Le Song and
                  Csaba Szepesv{\'{a}}ri and
                  Gang Niu and
                  Sivan Sabato},
  title        = {Thompson Sampling for Robust Transfer in Multi-Task Bandits},
  booktitle    = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
                  2022, Baltimore, Maryland, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {162},
  pages        = {23363--23416},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v162/wang22an.html},
  timestamp    = {Tue, 12 Jul 2022 17:36:52 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/0013ZC22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YanZ22,
  author       = {Tom Yan and
                  Chicheng Zhang},
  editor       = {Kamalika Chaudhuri and
                  Stefanie Jegelka and
                  Le Song and
                  Csaba Szepesv{\'{a}}ri and
                  Gang Niu and
                  Sivan Sabato},
  title        = {Active fairness auditing},
  booktitle    = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
                  2022, Baltimore, Maryland, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {162},
  pages        = {24929--24962},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v162/yan22c.html},
  timestamp    = {Tue, 12 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/YanZ22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/JangZJ22,
  author       = {Kyoungseok Jang and
                  Chicheng Zhang and
                  Kwang{-}Sung Jun},
  editor       = {Sanmi Koyejo and
                  S. Mohamed and
                  A. Agarwal and
                  Danielle Belgrave and
                  K. Cho and
                  A. Oh},
  title        = {PopArt: Efficient Sparse Regression and Experimental Design for Optimal
                  Sparse Linear Bandits},
  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/0e5cce15e1bfc6b3d7b71f24cc5da821-Abstract-Conference.html},
  timestamp    = {Mon, 08 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/JangZJ22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiZ22,
  author       = {Yichen Li and
                  Chicheng Zhang},
  editor       = {Sanmi Koyejo and
                  S. Mohamed and
                  A. Agarwal and
                  Danielle Belgrave and
                  K. Cho and
                  A. Oh},
  title        = {On Efficient Online Imitation Learning via Classification},
  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/d0d5dd7bd2ee9f095e50084c2ba3a716-Abstract-Conference.html},
  timestamp    = {Mon, 08 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/LiZ22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhaoZL22,
  author       = {Tianchi Zhao and
                  Chicheng Zhang and
                  Ming Li},
  editor       = {Massih{-}Reza Amini and
                  St{\'{e}}phane Canu and
                  Asja Fischer and
                  Tias Guns and
                  Petra Kralj Novak and
                  Grigorios Tsoumakas},
  title        = {Hierarchical Unimodal Bandits},
  booktitle    = {Machine Learning and Knowledge Discovery in Databases - European Conference,
                  {ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
                  Part {IV}},
  series       = {Lecture Notes in Computer Science},
  volume       = {13716},
  pages        = {269--283},
  publisher    = {Springer},
  year         = {2022},
  url          = {https://doi.org/10.1007/978-3-031-26412-2\_17},
  doi          = {10.1007/978-3-031-26412-2\_17},
  timestamp    = {Mon, 20 Mar 2023 16:00:27 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/ZhaoZL22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-11266,
  author       = {Tom Yan and
                  Chicheng Zhang},
  title        = {Margin-distancing for safe model explanation},
  journal      = {CoRR},
  volume       = {abs/2202.11266},
  year         = {2022},
  url          = {https://arxiv.org/abs/2202.11266},
  eprinttype    = {arXiv},
  eprint       = {2202.11266},
  timestamp    = {Wed, 02 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2202-11266.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-08450,
  author       = {Tom Yan and
                  Chicheng Zhang},
  title        = {Active Fairness Auditing},
  journal      = {CoRR},
  volume       = {abs/2206.08450},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2206.08450},
  doi          = {10.48550/ARXIV.2206.08450},
  eprinttype    = {arXiv},
  eprint       = {2206.08450},
  timestamp    = {Tue, 21 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2206-08450.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-08556,
  author       = {Zhi Wang and
                  Chicheng Zhang and
                  Kamalika Chaudhuri},
  title        = {Thompson Sampling for Robust Transfer in Multi-Task Bandits},
  journal      = {CoRR},
  volume       = {abs/2206.08556},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2206.08556},
  doi          = {10.48550/ARXIV.2206.08556},
  eprinttype    = {arXiv},
  eprint       = {2206.08556},
  timestamp    = {Tue, 21 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2206-08556.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-12868,
  author       = {Yichen Li and
                  Chicheng Zhang},
  title        = {On Efficient Online Imitation Learning via Classification},
  journal      = {CoRR},
  volume       = {abs/2209.12868},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2209.12868},
  doi          = {10.48550/ARXIV.2209.12868},
  eprinttype    = {arXiv},
  eprint       = {2209.12868},
  timestamp    = {Thu, 06 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2209-12868.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-15345,
  author       = {Kyoungseok Jang and
                  Chicheng Zhang and
                  Kwang{-}Sung Jun},
  title        = {PopArt: Efficient Sparse Regression and Experimental Design for Optimal
                  Sparse Linear Bandits},
  journal      = {CoRR},
  volume       = {abs/2210.15345},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2210.15345},
  doi          = {10.48550/ARXIV.2210.15345},
  eprinttype    = {arXiv},
  eprint       = {2210.15345},
  timestamp    = {Fri, 28 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2210-15345.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ChenLMZ21,
  author       = {Yining Chen and
                  Haipeng Luo and
                  Tengyu Ma and
                  Chicheng Zhang},
  editor       = {Arindam Banerjee and
                  Kenji Fukumizu},
  title        = {Active Online Learning with Hidden Shifting Domains},
  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        = {2053--2061},
  publisher    = {{PMLR}},
  year         = {2021},
  url          = {http://proceedings.mlr.press/v130/chen21d.html},
  timestamp    = {Sun, 08 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/ChenLMZ21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/WangZSRC21,
  author       = {Zhi Wang and
                  Chicheng Zhang and
                  Manish Kumar Singh and
                  Laurel D. Riek and
                  Kamalika Chaudhuri},
  editor       = {Arindam Banerjee and
                  Kenji Fukumizu},
  title        = {Multitask Bandit Learning Through Heterogeneous Feedback Aggregation},
  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        = {1531--1539},
  publisher    = {{PMLR}},
  year         = {2021},
  url          = {http://proceedings.mlr.press/v130/wang21e.html},
  timestamp    = {Tue, 07 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/aistats/WangZSRC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/0005Z21,
  author       = {Jie Shen and
                  Chicheng Zhang},
  editor       = {Vitaly Feldman and
                  Katrina Ligett and
                  Sivan Sabato},
  title        = {Attribute-Efficient Learning of Halfspaces with Malicious Noise: Near-Optimal
                  Label Complexity and Noise Tolerance},
  booktitle    = {Algorithmic Learning Theory, 16-19 March 2021, Virtual Conference,
                  Worldwide},
  series       = {Proceedings of Machine Learning Research},
  volume       = {132},
  pages        = {1072--1113},
  publisher    = {{PMLR}},
  year         = {2021},
  url          = {http://proceedings.mlr.press/v132/shen21a.html},
  timestamp    = {Fri, 26 Mar 2021 15:45:50 +0100},
  biburl       = {https://dblp.org/rec/conf/alt/0005Z21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/ZhangL21,
  author       = {Chicheng Zhang and
                  Yinan Li},
  editor       = {Mikhail Belkin and
                  Samory Kpotufe},
  title        = {Improved Algorithms for Efficient Active Learning Halfspaces with
                  Massart and Tsybakov Noise},
  booktitle    = {Conference on Learning Theory, {COLT} 2021, 15-19 August 2021, Boulder,
                  Colorado, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {134},
  pages        = {4526--4527},
  publisher    = {{PMLR}},
  year         = {2021},
  url          = {http://proceedings.mlr.press/v134/zhang21a.html},
  timestamp    = {Wed, 25 Aug 2021 17:11:16 +0200},
  biburl       = {https://dblp.org/rec/conf/colt/ZhangL21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhangW21,
  author       = {Chicheng Zhang and
                  Zhi Wang},
  editor       = {Marc'Aurelio Ranzato and
                  Alina Beygelzimer and
                  Yann N. Dauphin and
                  Percy Liang and
                  Jennifer Wortman Vaughan},
  title        = {Provably efficient multi-task reinforcement learning with model transfer},
  booktitle    = {Advances in Neural Information Processing Systems 34: Annual Conference
                  on Neural Information Processing Systems 2021, NeurIPS 2021, December
                  6-14, 2021, virtual},
  pages        = {19771--19783},
  year         = {2021},
  url          = {https://proceedings.neurips.cc/paper/2021/hash/a440a3d316c5614c7a9310e902f4a43e-Abstract.html},
  timestamp    = {Tue, 03 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/ZhangW21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-05312,
  author       = {Chicheng Zhang and
                  Yinan Li},
  title        = {Improved Algorithms for Efficient Active Learning Halfspaces with
                  Massart and Tsybakov noise},
  journal      = {CoRR},
  volume       = {abs/2102.05312},
  year         = {2021},
  url          = {https://arxiv.org/abs/2102.05312},
  eprinttype    = {arXiv},
  eprint       = {2102.05312},
  timestamp    = {Thu, 18 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2102-05312.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-08622,
  author       = {Chicheng Zhang and
                  Zhi Wang},
  title        = {Provably Efficient Multi-Task Reinforcement Learning with Model Transfer},
  journal      = {CoRR},
  volume       = {abs/2107.08622},
  year         = {2021},
  url          = {https://arxiv.org/abs/2107.08622},
  eprinttype    = {arXiv},
  eprint       = {2107.08622},
  timestamp    = {Thu, 22 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2107-08622.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-10131,
  author       = {Dharma KC and
                  Chicheng Zhang},
  title        = {Improving the trustworthiness of image classification models by utilizing
                  bounding-box annotations},
  journal      = {CoRR},
  volume       = {abs/2108.10131},
  year         = {2021},
  url          = {https://arxiv.org/abs/2108.10131},
  eprinttype    = {arXiv},
  eprint       = {2108.10131},
  timestamp    = {Fri, 27 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2108-10131.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-14835,
  author       = {Dharma KC and
                  Chicheng Zhang and
                  Chris Gniady and
                  Parth Sandeep Agarwal and
                  Sushil Sharma},
  title        = {{SIM-ECG:} {A} Signal Importance Mask-driven ECGClassification System},
  journal      = {CoRR},
  volume       = {abs/2110.14835},
  year         = {2021},
  url          = {https://arxiv.org/abs/2110.14835},
  eprinttype    = {arXiv},
  eprint       = {2110.14835},
  timestamp    = {Tue, 02 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2110-14835.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Krishnamurthy0S20,
  author       = {Akshay Krishnamurthy and
                  John Langford and
                  Aleksandrs Slivkins and
                  Chicheng Zhang},
  title        = {Contextual Bandits with Continuous Actions: Smoothing, Zooming, and
                  Adapting},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {137:1--137:45},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-650.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/Krishnamurthy0S20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/AshZK0A20,
  author       = {Jordan T. Ash and
                  Chicheng Zhang and
                  Akshay Krishnamurthy and
                  John Langford and
                  Alekh Agarwal},
  title        = {Deep Batch Active Learning by Diverse, Uncertain Gradient Lower Bounds},
  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=ryghZJBKPS},
  timestamp    = {Thu, 07 May 2020 17:11:47 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/AshZK0A20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/JunZ20,
  author       = {Kwang{-}Sung Jun and
                  Chicheng Zhang},
  editor       = {Hugo Larochelle and
                  Marc'Aurelio Ranzato and
                  Raia Hadsell and
                  Maria{-}Florina Balcan and
                  Hsuan{-}Tien Lin},
  title        = {Crush Optimism with Pessimism: Structured Bandits Beyond Asymptotic
                  Optimality},
  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/46489c17893dfdcf028883202cefd6d1-Abstract.html},
  timestamp    = {Tue, 19 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/JunZ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MajzoubiZCK0S20,
  author       = {Maryam Majzoubi and
                  Chicheng Zhang and
                  Rajan Chari and
                  Akshay Krishnamurthy and
                  John Langford and
                  Aleksandrs Slivkins},
  editor       = {Hugo Larochelle and
                  Marc'Aurelio Ranzato and
                  Raia Hadsell and
                  Maria{-}Florina Balcan and
                  Hsuan{-}Tien Lin},
  title        = {Efficient Contextual Bandits with Continuous Actions},
  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/033cc385728c51d97360020ed57776f0-Abstract.html},
  timestamp    = {Tue, 19 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/MajzoubiZCK0S20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Zhang0A20,
  author       = {Chicheng Zhang and
                  Jie Shen and
                  Pranjal Awasthi},
  editor       = {Hugo Larochelle and
                  Marc'Aurelio Ranzato and
                  Raia Hadsell and
                  Maria{-}Florina Balcan and
                  Hsuan{-}Tien Lin},
  title        = {Efficient active learning of sparse halfspaces with arbitrary bounded
                  noise},
  booktitle    = {Advances in Neural Information Processing Systems 33: Annual Conference
                  on Neural Information Processing Systems 2020, NeurIPS 2020, December
                  6-12, 2020, virtual},
  year         = {2020},
  url          = {https://proceedings.neurips.cc/paper/2020/hash/5034a5d62f91942d2a7aeaf527dfe111-Abstract.html},
  timestamp    = {Tue, 19 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/Zhang0A20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-04840,
  author       = {Chicheng Zhang and
                  Jie Shen and
                  Pranjal Awasthi},
  title        = {Efficient active learning of sparse halfspaces with arbitrary bounded
                  noise},
  journal      = {CoRR},
  volume       = {abs/2002.04840},
  year         = {2020},
  url          = {https://arxiv.org/abs/2002.04840},
  eprinttype    = {arXiv},
  eprint       = {2002.04840},
  timestamp    = {Fri, 14 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2002-04840.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-03781,
  author       = {Jie Shen and
                  Chicheng Zhang},
  title        = {Attribute-Efficient Learning of Halfspaces with Malicious Noise: Near-Optimal
                  Label Complexity and Noise Tolerance},
  journal      = {CoRR},
  volume       = {abs/2006.03781},
  year         = {2020},
  url          = {https://arxiv.org/abs/2006.03781},
  eprinttype    = {arXiv},
  eprint       = {2006.03781},
  timestamp    = {Fri, 12 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2006-03781.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-06040,
  author       = {Maryam Majzoubi and
                  Chicheng Zhang and
                  Rajan Chari and
                  Akshay Krishnamurthy and
                  John Langford and
                  Aleksandrs Slivkins},
  title        = {Efficient Contextual Bandits with Continuous Actions},
  journal      = {CoRR},
  volume       = {abs/2006.06040},
  year         = {2020},
  url          = {https://arxiv.org/abs/2006.06040},
  eprinttype    = {arXiv},
  eprint       = {2006.06040},
  timestamp    = {Sat, 13 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2006-06040.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-08754,
  author       = {Kwang{-}Sung Jun and
                  Chicheng Zhang},
  title        = {Crush Optimism with Pessimism: Structured Bandits Beyond Asymptotic
                  Optimality},
  journal      = {CoRR},
  volume       = {abs/2006.08754},
  year         = {2020},
  url          = {https://arxiv.org/abs/2006.08754},
  eprinttype    = {arXiv},
  eprint       = {2006.08754},
  timestamp    = {Wed, 17 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2006-08754.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-14481,
  author       = {Yining Chen and
                  Haipeng Luo and
                  Tengyu Ma and
                  Chicheng Zhang},
  title        = {Active Online Domain Adaptation},
  journal      = {CoRR},
  volume       = {abs/2006.14481},
  year         = {2020},
  url          = {https://arxiv.org/abs/2006.14481},
  eprinttype    = {arXiv},
  eprint       = {2006.14481},
  timestamp    = {Sun, 08 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2006-14481.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-15390,
  author       = {Zhi Wang and
                  Chicheng Zhang and
                  Manish Kumar Singh and
                  Laurel D. Riek and
                  Kamalika Chaudhuri},
  title        = {Multitask Bandit Learning through Heterogeneous Feedback Aggregation},
  journal      = {CoRR},
  volume       = {abs/2010.15390},
  year         = {2020},
  url          = {https://arxiv.org/abs/2010.15390},
  eprinttype    = {arXiv},
  eprint       = {2010.15390},
  timestamp    = {Tue, 07 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2010-15390.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Krishnamurthy0S19,
  author       = {Akshay Krishnamurthy and
                  John Langford and
                  Aleksandrs Slivkins and
                  Chicheng Zhang},
  editor       = {Alina Beygelzimer and
                  Daniel Hsu},
  title        = {Contextual bandits with continuous actions: Smoothing, zooming, and
                  adapting},
  booktitle    = {Conference on Learning Theory, {COLT} 2019, 25-28 June 2019, Phoenix,
                  AZ, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {99},
  pages        = {2025--2027},
  publisher    = {{PMLR}},
  year         = {2019},
  url          = {http://proceedings.mlr.press/v99/krishnamurthy19a.html},
  timestamp    = {Mon, 08 Jul 2019 16:13:41 +0200},
  biburl       = {https://dblp.org/rec/conf/colt/Krishnamurthy0S19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BeygelzimerPSTW19,
  author       = {Alina Beygelzimer and
                  D{\'{a}}vid P{\'{a}}l and
                  Bal{\'{a}}zs Sz{\"{o}}r{\'{e}}nyi and
                  Devanathan Thiruvenkatachari and
                  Chen{-}Yu Wei and
                  Chicheng Zhang},
  editor       = {Kamalika Chaudhuri and
                  Ruslan Salakhutdinov},
  title        = {Bandit Multiclass Linear Classification: Efficient Algorithms for
                  the Separable Case},
  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        = {624--633},
  publisher    = {{PMLR}},
  year         = {2019},
  url          = {http://proceedings.mlr.press/v97/beygelzimer19a.html},
  timestamp    = {Tue, 11 Jun 2019 15:37:38 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/BeygelzimerPSTW19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhangAD0N19,
  author       = {Chicheng Zhang and
                  Alekh Agarwal and
                  Hal Daum{\'{e}} III and
                  John Langford and
                  Sahand Negahban},
  editor       = {Kamalika Chaudhuri and
                  Ruslan Salakhutdinov},
  title        = {Warm-starting Contextual Bandits: Robustly Combining Supervised and
                  Bandit Feedback},
  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        = {7335--7344},
  publisher    = {{PMLR}},
  year         = {2019},
  url          = {http://proceedings.mlr.press/v97/zhang19b.html},
  timestamp    = {Tue, 11 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/ZhangAD0N19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-00301,
  author       = {Chicheng Zhang and
                  Alekh Agarwal and
                  Hal Daum{\'{e}} III and
                  John Langford and
                  Sahand N. Negahban},
  title        = {Warm-starting Contextual Bandits: Robustly Combining Supervised and
                  Bandit Feedback},
  journal      = {CoRR},
  volume       = {abs/1901.00301},
  year         = {2019},
  url          = {http://arxiv.org/abs/1901.00301},
  eprinttype    = {arXiv},
  eprint       = {1901.00301},
  timestamp    = {Thu, 31 Jan 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1901-00301.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-01520,
  author       = {Akshay Krishnamurthy and
                  John Langford and
                  Aleksandrs Slivkins and
                  Chicheng Zhang},
  title        = {Contextual Bandits with Continuous Actions: Smoothing, Zooming, and
                  Adapting},
  journal      = {CoRR},
  volume       = {abs/1902.01520},
  year         = {2019},
  url          = {http://arxiv.org/abs/1902.01520},
  eprinttype    = {arXiv},
  eprint       = {1902.01520},
  timestamp    = {Tue, 21 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1902-01520.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-02244,
  author       = {Alina Beygelzimer and
                  D{\'{a}}vid P{\'{a}}l and
                  Bal{\'{a}}zs Sz{\"{o}}r{\'{e}}nyi and
                  Devanathan Thiruvenkatachari and
                  Chen{-}Yu Wei and
                  Chicheng Zhang},
  title        = {Bandit Multiclass Linear Classification: Efficient Algorithms for
                  the Separable Case},
  journal      = {CoRR},
  volume       = {abs/1902.02244},
  year         = {2019},
  url          = {http://arxiv.org/abs/1902.02244},
  eprinttype    = {arXiv},
  eprint       = {1902.02244},
  timestamp    = {Tue, 21 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1902-02244.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-03671,
  author       = {Jordan T. Ash and
                  Chicheng Zhang and
                  Akshay Krishnamurthy and
                  John Langford and
                  Alekh Agarwal},
  title        = {Deep Batch Active Learning by Diverse, Uncertain Gradient Lower Bounds},
  journal      = {CoRR},
  volume       = {abs/1906.03671},
  year         = {2019},
  url          = {http://arxiv.org/abs/1906.03671},
  eprinttype    = {arXiv},
  eprint       = {1906.03671},
  timestamp    = {Fri, 14 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1906-03671.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Zhang18,
  author       = {Chicheng Zhang},
  editor       = {S{\'{e}}bastien Bubeck and
                  Vianney Perchet and
                  Philippe Rigollet},
  title        = {Efficient active learning of sparse halfspaces},
  booktitle    = {Conference On Learning Theory, {COLT} 2018, Stockholm, Sweden, 6-9
                  July 2018},
  series       = {Proceedings of Machine Learning Research},
  volume       = {75},
  pages        = {1856--1880},
  publisher    = {{PMLR}},
  year         = {2018},
  url          = {http://proceedings.mlr.press/v75/zhang18b.html},
  timestamp    = {Wed, 03 Apr 2019 18:17:23 +0200},
  biburl       = {https://dblp.org/rec/conf/colt/Zhang18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-02498,
  author       = {Chicheng Zhang and
                  Eran A. Mukamel and
                  Kamalika Chaudhuri},
  title        = {Spectral Learning of Binomial HMMs for {DNA} Methylation Data},
  journal      = {CoRR},
  volume       = {abs/1802.02498},
  year         = {2018},
  url          = {http://arxiv.org/abs/1802.02498},
  eprinttype    = {arXiv},
  eprint       = {1802.02498},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1802-02498.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-02350,
  author       = {Chicheng Zhang},
  title        = {Efficient active learning of sparse halfspaces},
  journal      = {CoRR},
  volume       = {abs/1805.02350},
  year         = {2018},
  url          = {http://arxiv.org/abs/1805.02350},
  eprinttype    = {arXiv},
  eprint       = {1805.02350},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1805-02350.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/basesearch/Zhang17d,
  author       = {Chicheng Zhang},
  title        = {Active Learning and Confidence-rated Prediction},
  school       = {University of California, San Diego, {USA}},
  year         = {2017},
  url          = {http://www.escholarship.org/uc/item/6101r8sf},
  timestamp    = {Fri, 20 Oct 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/phd/basesearch/Zhang17d.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BeygelzimerOZ17,
  author       = {Alina Beygelzimer and
                  Francesco Orabona and
                  Chicheng Zhang},
  editor       = {Doina Precup and
                  Yee Whye Teh},
  title        = {Efficient Online Bandit Multiclass Learning with {\~{O}}({\(\surd\)}T)
                  Regret},
  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        = {488--497},
  publisher    = {{PMLR}},
  year         = {2017},
  url          = {http://proceedings.mlr.press/v70/beygelzimer17a.html},
  timestamp    = {Wed, 22 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/BeygelzimerOZ17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YanZ17,
  author       = {Songbai Yan and
                  Chicheng Zhang},
  editor       = {Isabelle Guyon and
                  Ulrike von Luxburg and
                  Samy Bengio and
                  Hanna M. Wallach and
                  Rob Fergus and
                  S. V. N. Vishwanathan and
                  Roman Garnett},
  title        = {Revisiting Perceptron: Efficient and Label-Optimal Learning of Halfspaces},
  booktitle    = {Advances in Neural Information Processing Systems 30: Annual Conference
                  on Neural Information Processing Systems 2017, December 4-9, 2017,
                  Long Beach, CA, {USA}},
  pages        = {1056--1066},
  year         = {2017},
  url          = {https://proceedings.neurips.cc/paper/2017/hash/556f391937dfd4398cbac35e050a2177-Abstract.html},
  timestamp    = {Thu, 21 Jan 2021 13:58:27 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/YanZ17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BeygelzimerOZ17,
  author       = {Alina Beygelzimer and
                  Francesco Orabona and
                  Chicheng Zhang},
  title        = {Efficient Online Bandit Multiclass Learning with {\textdollar}{\textbackslash}tilde\{O\}({\textbackslash}sqrt\{T\}){\textdollar}
                  Regret},
  journal      = {CoRR},
  volume       = {abs/1702.07958},
  year         = {2017},
  url          = {http://arxiv.org/abs/1702.07958},
  eprinttype    = {arXiv},
  eprint       = {1702.07958},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/BeygelzimerOZ17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YanZ17,
  author       = {Songbai Yan and
                  Chicheng Zhang},
  title        = {Revisiting Perceptron: Efficient and Label-Optimal Active Learning
                  of Halfspaces},
  journal      = {CoRR},
  volume       = {abs/1702.05581},
  year         = {2017},
  url          = {http://arxiv.org/abs/1702.05581},
  eprinttype    = {arXiv},
  eprint       = {1702.05581},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/YanZ17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/ZhangC16,
  author       = {Chicheng Zhang and
                  Kamalika Chaudhuri},
  editor       = {Vitaly Feldman and
                  Alexander Rakhlin and
                  Ohad Shamir},
  title        = {The Extended Littlestone's Dimension for Learning with Mistakes and
                  Abstentions},
  booktitle    = {Proceedings of the 29th Conference on Learning Theory, {COLT} 2016,
                  New York, USA, June 23-26, 2016},
  series       = {{JMLR} Workshop and Conference Proceedings},
  volume       = {49},
  pages        = {1584--1616},
  publisher    = {JMLR.org},
  year         = {2016},
  url          = {http://proceedings.mlr.press/v49/zhang16a.html},
  timestamp    = {Wed, 29 May 2019 08:41:47 +0200},
  biburl       = {https://dblp.org/rec/conf/colt/ZhangC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BeygelzimerHLZ16,
  author       = {Alina Beygelzimer and
                  Daniel J. Hsu and
                  John Langford and
                  Chicheng Zhang},
  editor       = {Daniel D. Lee and
                  Masashi Sugiyama and
                  Ulrike von Luxburg and
                  Isabelle Guyon and
                  Roman Garnett},
  title        = {Search Improves Label for Active Learning},
  booktitle    = {Advances in Neural Information Processing Systems 29: Annual Conference
                  on Neural Information Processing Systems 2016, December 5-10, 2016,
                  Barcelona, Spain},
  pages        = {3342--3350},
  year         = {2016},
  url          = {https://proceedings.neurips.cc/paper/2016/hash/4f398cb9d6bc79ae567298335b51ba8a-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/BeygelzimerHLZ16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BeygelzimerHLZ16,
  author       = {Alina Beygelzimer and
                  Daniel J. Hsu and
                  John Langford and
                  Chicheng Zhang},
  title        = {Search Improves Label for Active Learning},
  journal      = {CoRR},
  volume       = {abs/1602.07265},
  year         = {2016},
  url          = {http://arxiv.org/abs/1602.07265},
  eprinttype    = {arXiv},
  eprint       = {1602.07265},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/BeygelzimerHLZ16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhangC16a,
  author       = {Chicheng Zhang and
                  Kamalika Chaudhuri},
  title        = {The Extended Littlestone's Dimension for Learning with Mistakes and
                  Abstentions},
  journal      = {CoRR},
  volume       = {abs/1604.06162},
  year         = {2016},
  url          = {http://arxiv.org/abs/1604.06162},
  eprinttype    = {arXiv},
  eprint       = {1604.06162},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/ZhangC16a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhangC15,
  author       = {Chicheng Zhang and
                  Kamalika Chaudhuri},
  editor       = {Corinna Cortes and
                  Neil D. Lawrence and
                  Daniel D. Lee and
                  Masashi Sugiyama and
                  Roman Garnett},
  title        = {Active Learning from Weak and Strong Labelers},
  booktitle    = {Advances in Neural Information Processing Systems 28: Annual Conference
                  on Neural Information Processing Systems 2015, December 7-12, 2015,
                  Montreal, Quebec, Canada},
  pages        = {703--711},
  year         = {2015},
  url          = {https://proceedings.neurips.cc/paper/2015/hash/eba0dc302bcd9a273f8bbb72be3a687b-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/ZhangC15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhangSCC15,
  author       = {Chicheng Zhang and
                  Jimin Song and
                  Kamalika Chaudhuri and
                  Kevin C. Chen},
  editor       = {Corinna Cortes and
                  Neil D. Lawrence and
                  Daniel D. Lee and
                  Masashi Sugiyama and
                  Roman Garnett},
  title        = {Spectral Learning of Large Structured HMMs for Comparative Epigenomics},
  booktitle    = {Advances in Neural Information Processing Systems 28: Annual Conference
                  on Neural Information Processing Systems 2015, December 7-12, 2015,
                  Montreal, Quebec, Canada},
  pages        = {469--477},
  year         = {2015},
  url          = {https://proceedings.neurips.cc/paper/2015/hash/d81f9c1be2e08964bf9f24b15f0e4900-Abstract.html},
  timestamp    = {Thu, 21 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/ZhangSCC15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhangC15c,
  author       = {Chicheng Zhang and
                  Kamalika Chaudhuri},
  title        = {Active Learning from Weak and Strong Labelers},
  journal      = {CoRR},
  volume       = {abs/1510.02847},
  year         = {2015},
  url          = {http://arxiv.org/abs/1510.02847},
  eprinttype    = {arXiv},
  eprint       = {1510.02847},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/ZhangC15c.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhangSCC15,
  author       = {Chicheng Zhang and
                  Jimin Song and
                  Kevin C. Chen and
                  Kamalika Chaudhuri},
  title        = {Spectral Learning of Large Structured HMMs for Comparative Epigenomics},
  journal      = {CoRR},
  volume       = {abs/1506.01744},
  year         = {2015},
  url          = {http://arxiv.org/abs/1506.01744},
  eprinttype    = {arXiv},
  eprint       = {1506.01744},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/ZhangSCC15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhangC14,
  author       = {Chicheng Zhang and
                  Kamalika Chaudhuri},
  editor       = {Zoubin Ghahramani and
                  Max Welling and
                  Corinna Cortes and
                  Neil D. Lawrence and
                  Kilian Q. Weinberger},
  title        = {Beyond Disagreement-Based Agnostic Active Learning},
  booktitle    = {Advances in Neural Information Processing Systems 27: Annual Conference
                  on Neural Information Processing Systems 2014, December 8-13 2014,
                  Montreal, Quebec, Canada},
  pages        = {442--450},
  year         = {2014},
  url          = {https://proceedings.neurips.cc/paper/2014/hash/918317b57931b6b7a7d29490fe5ec9f9-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/ZhangC14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhangC14a,
  author       = {Chicheng Zhang and
                  Kamalika Chaudhuri},
  title        = {Beyond Disagreement-based Agnostic Active Learning},
  journal      = {CoRR},
  volume       = {abs/1407.2657},
  year         = {2014},
  url          = {http://arxiv.org/abs/1407.2657},
  eprinttype    = {arXiv},
  eprint       = {1407.2657},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/ZhangC14a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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