Literature DB >> 33287041

Approximate Bayesian Inference.

Pierre Alquier1.   

Abstract

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

Entities:  

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

Year:  2020        PMID: 33287041     DOI: 10.3390/e22111272

Source DB:  PubMed          Journal:  Entropy (Basel)        ISSN: 1099-4300            Impact factor:   2.524


  2 in total

1.  Variationally Inferred Sampling through a Refined Bound.

Authors:  Víctor Gallego; David Ríos Insua
Journal:  Entropy (Basel)       Date:  2021-01-19       Impact factor: 2.524

2.  Approximate Bayesian Computation for Discrete Spaces.

Authors:  Ilze A Auzina; Jakub M Tomczak
Journal:  Entropy (Basel)       Date:  2021-03-06       Impact factor: 2.524

  2 in total

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