Improved Information Theoretic Generalization Bounds for Distributed and Federated Learning

no code implementations • 4 Feb 2022 • L. P. Barnes, Alex Dytso, H. V. Poor

We consider information-theoretic bounds on expected generalization error for statistical learning problems in a networked setting.

Federated Learning Generalization Bounds