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Fair Bayes-Optimal Classifiers Under Predictive Parity



Xianli Zeng , Edgar Dobriban , Guang Cheng


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Rate-Optimal Contextual Online Matching Bandit



Yuantong Li , Chi-hua Wang , Guang Cheng , Will Wei Sun

* 43 pages, 9 figures 

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Federated Online Sparse Decision Making



Chi-Hua Wang , Wenjie Li , Guang Cheng , Guang Lin

* This paper has been withdrawn by the author due to a revision decision 

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Bayes-Optimal Classifiers under Group Fairness



Xianli Zeng , Edgar Dobriban , Guang Cheng


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Enhanced Nearest Neighbor Classification for Crowdsourcing



Jiexin Duan , Xingye Qiao , Guang Cheng


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Attention Enables Zero Approximation Error



Zhiying Fang , Yidong Ouyang , Ding-Xuan Zhou , Guang Cheng


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Optimal Learning Rates of Deep Convolutional Neural Networks: Additive Ridge Functions



Zhiying Fang , Guang Cheng


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Benefit of Interpolation in Nearest Neighbor Algorithms



Yue Xing , Qifan Song , Guang Cheng

* arXiv admin note: text overlap with arXiv:1909.11720 

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