Scalable Variational Bayesian Matrix Factorization with Side Information

Yong-Deok Kim, Seungjin Choi

Abstract: Bayesian matrix factorization (BMF) is a popular method for collaborative prediction, because of its robustness to overfitting as well as of being free from cross-validation for fine tuning of regu...