Information-Theoretic Bounds on the Generalization Error and Privacy Leakage in Federated Learning

Semih Yagli, Alex Dytso, H. Vincent Poor. Information-Theoretic Bounds on the Generalization Error and Privacy Leakage in Federated Learning. In 21st IEEE International Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2020, Atlanta, GA, USA, May 26-29, 2020. pages 1-5, IEEE, 2020. [doi]

Abstract

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