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An Information-theoretic Method for Collaborative Distributed Learning with Limited Communication


May 18, 2022
Xinyi Tong, Jian Xu, Shao-Lun Huang


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Differentially Private ERM Based on Data Perturbation


Feb 20, 2020
Yilin Kang, Yong Liu, Lizhong Ding, Xinwang Liu, Xinyi Tong, Weiping Wang


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Input Perturbation: A New Paradigm between Central and Local Differential Privacy


Feb 20, 2020
Yilin Kang, Yong Liu, Ben Niu, Xinyi Tong, Likun Zhang, Weiping Wang


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