87 citations · 137 across the 9 of their papers we have counts for
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cs.LG2021
Federated Learning with Fair Averaging
Zheng Wang, Xiaoliang Fan, Jianzhong Qi +3
Fairness has emerged as a critical problem in federated learning (FL). In this work, we identify a cause of unfairness in FL -- conflicting gradients with large differences in the…
cs.LG2019★ 2 cited
Accelerating Mini-batch SARAH by Step Size Rules
Zhuang Yang, Zengping Chen, Cheng Wang
StochAstic Recursive grAdient algoritHm (SARAH), originally proposed for convex optimization and also proven to be effective for general nonconvex optimization, has received great…