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DRSOM: A Dimension Reduced Second-Order Method and Preliminary Analyses


Jul 30, 2022
Chuwen Zhang, Dongdong Ge, Bo Jiang, Yinyu Ye


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Fine-grained Correlation Loss for Regression


Jul 01, 2022
Chaoyu Chen, Xin Yang, Ruobing Huang, Xindi Hu, Yankai Huang, Xiduo Lu, Xinrui Zhou, Mingyuan Luo, Yinyu Ye, Xue Shuang, Juzheng Miao, Yi Xiong, Dong Ni

* Accepted by MICCAI 2022 

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Online Learning in Fisher Markets with Unknown Agent Preferences


Apr 27, 2022
Devansh Jalota, Yinyu Ye


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Fairer LP-based Online Allocation


Oct 31, 2021
Guanting Chen, Xiaocheng Li, Yinyu Ye

* 46 pages. arXiv admin note: text overlap with arXiv:2101.11092 

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An Adaptive State Aggregation Algorithm for Markov Decision Processes


Jul 23, 2021
Guanting Chen, Johann Demetrio Gaebler, Matt Peng, Chunlin Sun, Yinyu Ye


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Distributed stochastic optimization with large delays


Jul 06, 2021
Zhengyuan Zhou, Panayotis Mertikopoulos, Nicholas Bambos, Peter W. Glynn, Yinyu Ye

* 41 pages, 8 figures; to be published in Mathematics of Operations Research 

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Robustifying Conditional Portfolio Decisions via Optimal Transport


Mar 30, 2021
Viet Anh Nguyen, Fan Zhang, Jose Blanchet, Erick Delage, Yinyu Ye


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The Symmetry between Arms and Knapsacks: A Primal-Dual Approach for Bandits with Knapsacks


Feb 19, 2021
Xiaocheng Li, Chunlin Sun, Yinyu Ye


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The Symmetry between Bandits and Knapsacks: A Primal-Dual LP-based Approach


Feb 12, 2021
Xiaocheng Li, Chunlin Sun, Yinyu Ye


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Distributionally Robust Local Non-parametric Conditional Estimation


Oct 12, 2020
Viet Anh Nguyen, Fan Zhang, Jose Blanchet, Erick Delage, Yinyu Ye


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