Comparison of parallel SMC and MCMC for Bayesian deep learning

Xinzhu Liang, Joseph M. Lukens, Sanjaya Lohani +4

This work systematically compares parallel implementations of consistent (asymptotically unbiased) Bayesian deep learning algorithms: sequential Monte Carlo sampler (SMC$_\parallel…