A new perspective on low-rank optimization

Dimitris Bertsimas, Ryan Cory-Wright, Jean Pauphilet

A key question in many low-rank problems throughout optimization, machine learning, and statistics is to characterize the convex hulls of simple low-rank sets and judiciously apply…