On Convergence of Federated Averaging Langevin Dynamics

Wei Deng, Qian Zhang, Yi-An Ma +2

We propose a federated averaging Langevin algorithm (FA-LD) for uncertainty quantification and mean predictions with distributed clients. In particular, we generalize beyond normal…