Approximate Bayesian Inference

Abstract

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

Keywords

• Bayesian statistics
• machine learning
• variational approximations
• PAC-Bayes
• expectation-propagation
• Markov chain Monte Carlo