Memory-Efficient Factorization Machines via Binarizing both Data and Model Coefficients

Yu Geng, Liang Lan

Factorization Machines (FM), a general predictor that can efficiently model feature interactions in linear time, was primarily proposed for collaborative recommendation and have be…