Decentralized EM Algorithm for Gaussian Mixtures under Data Heterogeneity and Partial Labeling

Xuetong Li, Shuyuan Wu, Bin Du +1

We systematically study several network-based Expectation-Maximization (EM) algorithms for the Gaussian mixture model within decentralized federated learning (DFL). Our theoretical…