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Approximate Bayesian Inference |
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| Authors: | Pierre Alquier |
| Institution: | 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 machine learning variational approximations PAC-Bayes expectation-propagation Markov chain Monte Carlo Langevin Monte Carlo sequential Monte Carlo Laplace approximations approximate Bayesian computation Gibbs posterior |