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Multi-Label Learning to Rank through Multi-Objective Optimization


Jul 08, 2022
Debabrata Mahapatra, Chaosheng Dong, Yetian Chen, Deqiang Meng, Michinari Momma

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* 14 pages 

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Incentivized Bandit Learning with Self-Reinforcing User Preferences


May 31, 2021
Tianchen Zhou, Jia Liu, Chaosheng Dong, Jingyuan Deng

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One Backward from Ten Forward, Subsampling for Large-Scale Deep Learning


Apr 27, 2021
Chaosheng Dong, Xiaojie Jin, Weihao Gao, Yijia Wang, Hongyi Zhang, Xiang Wu, Jianchao Yang, Xiaobing Liu

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* 13 pages 

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Learning Time Varying Risk Preferences from Investment Portfolios using Inverse Optimization with Applications on Mutual Funds


Oct 22, 2020
Shi Yu, Yuxin Chen, Chaosheng Dong

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Inverse Multiobjective Optimization Through Online Learning


Oct 12, 2020
Chaosheng Dong, Bo Zeng

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* 16 pages. arXiv admin note: text overlap with arXiv:2009.14552 

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Wasserstein Distributionally Robust Inverse Multiobjective Optimization


Sep 30, 2020
Chaosheng Dong, Bo Zeng

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* 19 pages 

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Generalized Inverse Optimization through Online Learning


Nov 02, 2018
Chaosheng Dong, Yiran Chen, Bo Zeng

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* 14 pages, 10 figures, Accepted at NIPS 2018 

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