Convex Factorization Machine for Regression

Makoto Yamada, Wenzhao Lian, Amit Goyal +6

We propose the convex factorization machine (CFM), which is a convex variant of the widely used Factorization Machines (FMs). Specifically, we employ a linear+quadratic model and r…