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Robust Matrix Completion with Heavy-tailed Noise



Bingyan Wang , Jianqing Fan


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Model-Based Reinforcement Learning Is Minimax-Optimal for Offline Zero-Sum Markov Games



Yuling Yan , Gen Li , Yuxin Chen , Jianqing Fan


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How do noise tails impact on deep ReLU networks?



Jianqing Fan , Yihong Gu , Wen-Xin Zhou


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The Efficacy of Pessimism in Asynchronous Q-Learning



Yuling Yan , Gen Li , Yuxin Chen , Jianqing Fan


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Are Latent Factor Regression and Sparse Regression Adequate?



Jianqing Fan , Zhipeng Lou , Mengxin Yu


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Curriculum Learning for Vision-and-Language Navigation



Jiwen Zhang , Zhongyu Wei , Jianqing Fan , Jiajie Peng

* Accepted by NeurIPS 2021 

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Negative Sample is Negative in Its Own Way: Tailoring Negative Sentences for Image-Text Retrieval



Zhihao Fan , Zhongyu Wei , Zejun Li , Siyuan Wang , Jianqing Fan


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Policy Optimization Using Semiparametric Models for Dynamic Pricing



Jianqing Fan , Yongyi Guo , Mengxin Yu

* 60 pages, 18 figures 

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Constructing Phrase-level Semantic Labels to Form Multi-Grained Supervision for Image-Text Retrieval



Zhihao Fan , Zhongyu Wei , Zejun Li , Siyuan Wang , Haijun Shan , Xuanjing Huang , Jianqing Fan


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Inference for Heteroskedastic PCA with Missing Data



Yuling Yan , Yuxin Chen , Jianqing Fan


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