Approximate Bayesian Inference

Pierre Alquier

doi:10.3390/e22111272

Approximate Bayesian Inference

Entropy (Basel). 2020 Nov 10;22(11):1272. doi: 10.3390/e22111272.

Author

Pierre Alquier¹

Affiliation

¹ Center for Advanced Intelligence Project (AIP), RIKEN, Tokyo 103-0027, Japan.

Abstract

This is the Editorial article summarizing the scope of the Special Issue: Approximate Bayesian Inference.

Keywords: Bayesian statistics; Gibbs posterior; Langevin Monte Carlo; Laplace approximations; Markov chain Monte Carlo; PAC-Bayes; approximate Bayesian computation; expectation-propagation; machine learning; sequential Monte Carlo; variational approximations.

Publication types

Editorial