A New Approach to Collaborative Filtering: Operator Estimation with Spectral Regularization

Jacob Abernethy, Francis Bach, Theodoros Evgeniou +1

We present a general approach for collaborative filtering (CF) using spectral regularization to learn linear operators from "users" to the "objects" they rate. Recent low-rank type…