Adaptive Bayesian Sampling with Monte Carlo EM

Anirban Roychowdhury, Srinivasan Parthasarathy

We present a novel technique for learning the mass matrices in samplers obtained from discretized dynamics that preserve some energy function. Existing adaptive samplers use Rieman…