Shohei Ohsawa

Gated probabilistic matrix factorization: learning users' attention from missing values

2016 · International Joint Conference on Artificial Intelligence

Recommender systems rely on techniques of predicting the ratings that users would give to yet unconsumed items. Probabilistic matrix factorization (PMF) is a standard technique for such prediction and makes a prediction on the basis …