Implicit Balancing and Regularization: Generalization and Convergence Guarantees for Overparameterized Asymmetric Matrix Sensing

Mahdi Soltanolkotabi, Dominik Stöger, Changzhi Xie

Recently, there has been significant progress in understanding the convergence and generalization properties of gradient-based methods for training overparameterized learning model…