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20182026
most citedConsistency of Variational Bayes Inference for Estimation and Model Selection in Mixtures

45 citations · 151 across the 18 of their papers we have counts for

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math.ST2018★ 15 cited

Consistency of ELBO maximization for model selection

Badr-Eddine Chérief-Abdellatif

The Evidence Lower Bound (ELBO) is a quantity that plays a key role in variational inference. It can also be used as a criterion in model selection. However, though extremely popul…

math.ST2018★ 45 cited

Consistency of Variational Bayes Inference for Estimation and Model Selection in Mixtures

Badr-Eddine Chérief-Abdellatif, Pierre Alquier

Mixture models are widely used in Bayesian statistics and machine learning, in particular in computational biology, natural language processing and many other fields. Variational i…