Fast Variational Bayesian Inference for Non-Conjugate Matrix Factorization Models

Matthias W. Seeger, Guillaume Bouchard

Abstract: Probabilistic matrix factorization methods aim to extract meaningful correlation structure from an incomplete data matrix by postulating low rank constraints. Recently, variational Bayesian (VB) in...