Machine Learning

[1] Learning Sparse Group Models Through Boolean Relaxation

Yijie Wang Computer Science Department, Indiana University Bloomington Yuan Zhou Yau Mathematical Sciences Center and Department of Mathematical Sciences, Tsinghua University Xiaoqing Huang Department of Biostatistics & Health Data Science, Indiana University Kun Huang Department of Biostatistics & Health Data Science, Indiana University Jie Zhang Department of Medical and Molecular Genetics, Indiana University Jianzhu Ma Institute for AI Industry Research, Tsinghua University

Machine Learning mathscidoc:2302.41003

International Conference on Learning Representations (ICLR), 2023.5
[ Download ] [ 2023-02-27 16:40:04 uploaded by zhouyuan ] [ 71 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[2] Near-Optimal Regret Bounds for Multi-batch Reinforcement Learning

Zihan Zhang Department of Automation, Tsinghua University Yuhang Jiang Department of Automation, Tsinghua University Yuan Zhou Yau Mathematical Sciences Center & Department of Mathematical Sciences, Tsinghua University Xiangyang Ji Department of Automation, Tsinghua University

Machine Learning mathscidoc:2302.41002

Conference on Neural Information Processing Systems (NeurIPS), 2022.12
[ Download ] [ 2023-02-27 16:35:50 uploaded by zhouyuan ] [ 52 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[3] Dynamic Pricing and Inventory Control with Fixed Ordering Cost and Incomplete Demand Information

Boxiao Chen College of Business Administration, University of Illinois at Chicago David Simchi-Levi Institute for Data, Systems and Society, Operations Research Center, Department of Civil and Environmental Engineering, Massachusetts Institute of Technology Yining Wang Warrington College of Business, University of Florida Yuan Zhou Yanqi Lake Beijing Institute of Mathematical Science and Applications

Machine Learning mathscidoc:2302.41001

Management Science, 68, (8), 5684–5703, 2022.8
[ Download ] [ 2023-02-27 16:32:43 uploaded by zhouyuan ] [ 89 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[4] Proximal Exploration for Model-guided Protein Sequence Design

Zhizhou Ren Jiahan Li Fan Ding Yuan Zhou Jianzhu Ma Jian Peng

Machine Learning mathscidoc:2210.41002

International Conference on Machine Learning (ICML), 2022.6
[ Download ] [ 2022-10-07 16:27:59 uploaded by zhouyuan ] [ 181 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[5] Off-Policy Reinforcement Learning with Delayed Rewards

Beining Han Zhizhou Ren Zuofan Wu Yuan Zhou Jian Peng

Machine Learning mathscidoc:2210.41001

International Conference on Machine Learning (ICML), 2022.6
[ Download ] [ 2022-10-07 16:20:24 uploaded by zhouyuan ] [ 181 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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