Factorization Machines with Regularization for Sparse Feature Interactions

1 code implementation • 19 Oct 2020 • Kyohei Atarashi, Satoshi Oyama, Masahito Kurihara

For feature interaction selection, our proposed regularizer makes the feature interaction matrix sparse without a restriction on sparsity patterns imposed by the existing methods.

feature selection