Low-rank optimization with trace norm penalty

B. Mishra, G. Meyer, F. Bach +1

The paper addresses the problem of low-rank trace norm minimization. We propose an algorithm that alternates between fixed-rank optimization and rank-one updates. The fixed-rank op…