A Generative Framework for Personalized Learning and Estimation: Theory, Algorithms, and Privacy

Kaan Ozkara, Antonious M. Girgis, Deepesh Data +1

A distinguishing characteristic of federated learning is that the (local) client data could have statistical heterogeneity. This heterogeneity has motivated the design of personali…