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

Semih Yagli, Alex Dytso, H. Vincent Poor

Machine learning algorithms operating on mobile networks can be characterized into three different categories. First is the classical situation in which the end-user devices send t…