LGDec 10, 2019
Deep Latent Factor Model for Collaborative FilteringAanchal Mongia, Neha Jhamb, Emilie Chouzenoux et al.
Latent factor models have been used widely in collaborative filtering based recommender systems. In recent years, deep learning has been successful in solving a wide variety of machine learning problems. Motivated by the success of deep learning, we propose a deeper version of latent factor model. Experiments on benchmark datasets shows that our proposed technique significantly outperforms all state-of-the-art collaborative filtering techniques.