We consider decentralized optimization problems in which a number of age...
We present a federated learning framework that is designed to robustly
d...
Classical supervised learning via empirical risk (or negative log-likeli...
Progressive Hedging is a popular decomposition algorithm for solving
mul...
We propose a federated learning framework to handle heterogeneous client...