Global Convergence of Non-Convex Gradient Descent for Computing Matrix Squareroot

Prateek Jain 0002, Chi Jin, Sham M. Kakade, Praneeth Netrapalli. Global Convergence of Non-Convex Gradient Descent for Computing Matrix Squareroot. 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 479-488, JMLR.org, 2017. [doi]

Abstract

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