Momentum network EM

New decentralized EM algorithms improve Gaussian mixture modeling in federated learning

Researchers have developed new decentralized algorithms for Gaussian mixture models in federated learning settings. These methods, including a momentum-based approach (MNEM) and a semi-supervised variant (semi-MNEM), ad…