Factorization Machines with Regularization for Sparse Feature Interactions

Kyohei Atarashi, Satoshi Oyama, Masahito Kurihara

Factorization machines (FMs) are machine learning predictive models based on second-order feature interactions and FMs with sparse regularization are called sparse FMs. Such regula…