23 citations · 28 across the 2 of their papers we have counts for
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stat.ME2019
Variational Bayes for high-dimensional linear regression with sparse priors
Kolyan Ray, Botond Szabo
We study a mean-field spike and slab variational Bayes (VB) approximation to Bayesian model selection priors in sparse high-dimensional linear regression. Under compatibility condi…
stat.ME2018
Fast Exact Bayesian Inference for Sparse Signals in the Normal Sequence Model
Tim van Erven, Botond Szabo
We consider exact algorithms for Bayesian inference with model selection priors (including spike-and-slab priors) in the sparse normal sequence model. Because the best existing exa…