most citedXOR Mixup: Privacy-Preserving Data Augmentation for One-Shot Federated Learning

57 citations · 57 across the 1 of their papers we have counts for

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1 paper

cs.LG2020★ 57 cited

XOR Mixup: Privacy-Preserving Data Augmentation for One-Shot Federated Learning

MyungJae Shin, Chihoon Hwang, Joongheon Kim +3

User-generated data distributions are often imbalanced across devices and labels, hampering the performance of federated learning (FL). To remedy to this non-independent and identi…