Reexamining Low Rank Matrix Factorization for Trace Norm Regularization

Carlo Ciliberto, Dimitris Stamos, Massimiliano Pontil

Trace norm regularization is a widely used approach for learning low rank matrices. A standard optimization strategy is based on formulating the problem as one of low rank matrix f…