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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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