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GRP-FED: Addressing Client Imbalance in Federated Learning via Global-Regularized Personalization


Aug 31, 2021
Yen-Hsiu Chou, Shenda Hong, Chenxi Sun, Derun Cai, Moxian Song, Hongyan Li

* (FL-ICML'21) International Workshop on Federated Learning for User Privacy and Data Confidentiality in Conjunction with ICML 2021 

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TE-ESN: Time Encoding Echo State Network for Prediction Based on Irregularly Sampled Time Series Data


May 02, 2021
Chenxi Sun, Shenda Hong, Moxian Song, Yanxiu Zhou, Yongyue Sun, Derun Cai, Hongyan Li

* 7 pages, 4 figures, accepted by IJCAI 2021 

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A Review of Designs and Applications of Echo State Networks


Dec 05, 2020
Chenxi Sun, Moxian Song, Shenda Hong, Hongyan Li

* 37 pages, 5 figures, 2 tables 

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A Review of Deep Learning Methods for Irregularly Sampled Medical Time Series Data


Oct 26, 2020
Chenxi Sun, Shenda Hong, Moxian Song, Hongyan Li

* 19 pages, 7 figures 

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