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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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Dades bibliogràfiques
Publicat a:Proc Mach Learn Res
Autors principals: Richard Li, Zehang, McCormick, Tyler H., Clark, Samuel J.
Format: Artigo
Idioma:Inglês
Publicat: 2019
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC7845917/
https://ncbi.nlm.nih.gov/pubmed/33521648
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