Incorporating Side Information in Probabilistic Matrix Factorization with Gaussian Processes

Ryan Prescott Adams, George E. Dahl, Iain Murray

Probabilistic matrix factorization (PMF) is a powerful method for modeling data associated with pairwise relationships, finding use in collaborative filtering, computational biolog…