A Scalable Bayesian Sampling Method Based on Stochastic Gradient Descent Isotropization

Stochastic gradient <span style="font-variant: small-caps;">sg</span>-based algorithms for Markov chain Monte Carlo sampling (<span style="font-variant: small-caps;">sgmcmc</span>) tackle large-scale Bayesian modeling problems by operating on mini-batches and injecting noise on <span style="font-var...

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Prif Awduron:	Giulio Franzese, Dimitrios Milios, Maurizio Filippone, Pietro Michiardi
Fformat:	Artigo
Iaith:	Inglês
Cyhoeddwyd:	MDPI AG 2021-10-01
Cyfres:	Entropy
Pynciau:	Bayesian sampling stochastic gradients Monte Carlo integration
Mynediad Ar-lein:	https://www.mdpi.com/1099-4300/23/11/1426
Tagiau:	Ychwanegu Tag Dim Tagiau, Byddwch y cyntaf i dagio'r cofnod hwn!