Asynchronous Stochastic Gradient MCMC with Elastic Coupling

Jost Tobias Springenberg, Aaron Klein, Stefan Falkner +1

We consider parallel asynchronous Markov Chain Monte Carlo (MCMC) sampling for problems where we can leverage (stochastic) gradients to define continuous dynamics which explore the…