Algorithmic Regularization in Over-parameterized Matrix Sensing and Neural Networks with Quadratic Activations

Yuanzhi Li, Tengyu Ma, Hongyang Zhang. Algorithmic Regularization in Over-parameterized Matrix Sensing and Neural Networks with Quadratic Activations. In Sébastien Bubeck, Vianney Perchet, Philippe Rigollet, editors, Conference On Learning Theory, COLT 2018, Stockholm, Sweden, 6-9 July 2018. Volume 75 of Proceedings of Machine Learning Research, pages 2-47, PMLR, 2018. [doi]

Abstract

Abstract is missing.