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Bayesian Joint Spike-and-Slab Graphical Lasso

In this article, we propose a new class of priors for Bayesian inference with multiple Gaussian graphical models. We introduce Bayesian treatments of two popular procedures, the group graphical lasso and the fused graphical lasso, and extend them to a continuous spike-and-slab framework to allow sel...

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Bibliografiske detaljer
Udgivet i:Proc Mach Learn Res
Main Authors: Richard Li, Zehang, McCormick, Tyler H., Clark, Samuel J.
Format: Artigo
Sprog:Inglês
Udgivet: 2019
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7845917/
https://ncbi.nlm.nih.gov/pubmed/33521648
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