Bayesian Optimization for Adaptive MCMC

Nimalan Mahendran, Ziyu Wang, Firas Hamze +1

This paper proposes a new randomized strategy for adaptive MCMC using Bayesian optimization. This approach applies to non-differentiable objective functions and trades off explorat…