Bouncy particle sampler with infinite exchanging parallel tempering

Yohei Saito, Shun Kimura, Koujin Takeda

Bayesian inference is useful to obtain a predictive distribution with a small generalization error. However, since posterior distributions are rarely evaluated analytically, we emp…