7 citations · 7 across the 1 of their papers we have counts for
2 papers
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
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…