Matthew Stephens

Covariate-moderated Empirical Bayes Matrix Factorization

Matrix factorization is a fundamental method in statistics and machine learning for inferring and summarizing structure in multivariate data. Modern data sets often come with "side information" of various forms (images, text, graphs) that can be leveraged to improve estimation of the underlying stru…