Non-square matrix sensing without spurious local minima via the Burer-Monteiro approach

Dohyung Park, Anastasios Kyrillidis, Constantine Caramanis, Sujay Sanghavi. Non-square matrix sensing without spurious local minima via the Burer-Monteiro approach. In Aarti Singh, Xiaojin (Jerry) Zhu, editors, Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, AISTATS 2017, 20-22 April 2017, Fort Lauderdale, FL, USA. Volume 54 of JMLR Workshop and Conference Proceedings, pages 65-74, JMLR.org, 2017. [doi]

Abstract

Abstract is missing.