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Guang Cheng

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Improving Adversarial Robustness by Contrastive Guided Diffusion Process

Oct 18, 2022
Yidong Ouyang, Liyan Xie, Guang Cheng

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Differentially Private Bootstrap: New Privacy Analysis and Inference Strategies

Oct 12, 2022
Zhanyu Wang, Guang Cheng, Jordan Awan

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Fair Bayes-Optimal Classifiers Under Predictive Parity

May 15, 2022
Xianli Zeng, Edgar Dobriban, Guang Cheng

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Rate-Optimal Contextual Online Matching Bandit

May 07, 2022
Yuantong Li, Chi-hua Wang, Guang Cheng, Will Wei Sun

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Federated Online Sparse Decision Making

Mar 20, 2022
Chi-Hua Wang, Wenjie Li, Guang Cheng, Guang Lin

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Bayes-Optimal Classifiers under Group Fairness

Mar 11, 2022
Xianli Zeng, Edgar Dobriban, Guang Cheng

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Enhanced Nearest Neighbor Classification for Crowdsourcing

Feb 26, 2022
Jiexin Duan, Xingye Qiao, Guang Cheng

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Attention Enables Zero Approximation Error

Feb 24, 2022
Zhiying Fang, Yidong Ouyang, Ding-Xuan Zhou, Guang Cheng

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