Federated Expectation Maximization with heterogeneity mitigation and variance reduction

Aymeric Dieuleveut, Gersende Fort, Eric Moulines +1

The Expectation Maximization (EM) algorithm is the default algorithm for inference in latent variable models. As in any other field of machine learning, applications of latent vari…