Federated Soft Clustering via Generalized Total Variation Minimization

Shamsiiat Abdurakhmanova, Alexander Jung

We study federated soft clustering over federated learning (FL) networks of devices that each hold a private local dataset and fit a personalized Gaussian mixture model (GMM). Gene…