Learning to Explore for Stochastic Gradient MCMC

SeungHyun Kim, Seohyeon Jung, Seonghyeon Kim +1

Bayesian Neural Networks(BNNs) with high-dimensional parameters pose a challenge for posterior inference due to the multi-modality of the posterior distributions. Stochastic Gradie…