cs.LG, stat.ML, stat.OT

Piecewise Deterministic Markov Processes for Bayesian Neural Networks

arXiv:2302.08724v4 Announce Type: replace
Abstract: Inference on modern Bayesian Neural Networks (BNNs) often relies on a variational inference treatment, imposing violated assumptions of independence and the form of the posterior. Traditional MCMC ap…