Ge Chen

Interaction-Aware Factorization Machines for Recommender Systems

2019 · Proceedings of the AAAI Conference on Artificial Intelligence

Factorization Machine (FM) is a widely used supervised learning approach by effectively modeling of feature interactions. Despite the successful application of FM and its many deep learning variants, treating every feature interaction fairly may degrade …