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A Stochastic Gradient Langevin Dynamics Algorithm For Noise Intrinsic Federated Learning

Publication Date:

Abstract

Non-i.i.d data distribution and Differential privacy(DP) protections are two open problems in Federated Learning(FL). We address these two problems by proposing the first noise intrinsic FL training algorithms... (read more)

Authors

https://openreview.net/pdf?id=kNQSWUrUGI_

0001-01-01 -