31 citations · 38 across the 2 of their papers we have counts for
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stat.ME2022★ 7 cited
A flexible empirical Bayes approach to multiple linear regression and connections with penalized regression
Youngseok Kim, Wei Wang, Peter Carbonetto +1
We introduce a new empirical Bayes approach for large-scale multiple linear regression. Our approach combines two key ideas: (i) the use of flexible "adaptive shrinkage" priors, wh…
stat.ME2018★ 31 cited
Empirical Bayes Matrix Factorization
Wei Wang, Matthew Stephens
Matrix factorization methods - including Factor analysis (FA), and Principal Components Analysis (PCA) - are widely used for inferring and summarizing structure in multivariate dat…