Federated Stochastic Gradient Langevin Dynamics

Khaoula El Mekkaoui, Diego Mesquita, Paul Blomstedt +1

Stochastic gradient MCMC methods, such as stochastic gradient Langevin dynamics (SGLD), employ fast but noisy gradient estimates to enable large-scale posterior sampling. Although…