Fast Rates for Empirical Risk Minimization of Strict Saddle Problems

16 January 2017

Papers citing "Fast Rates for Empirical Risk Minimization of Strict Saddle Problems"

6 / 6 papers shown

Title
On the Algorithmic Stability and Generalization of Adaptive Optimization Methods Han Nguyen Hai Pham Sashank J. Reddi Barnabás Póczos ODL AI4CE 17 2 0 08 Nov 2022
Uniform Stability for First-Order Empirical Risk Minimization Amit Attia Tomer Koren 20 5 0 17 Jul 2022
Learning in Non-convex Games with an Optimization Oracle Naman Agarwal Alon Gonen Elad Hazan OffRL 15 58 0 17 Oct 2018
Laplacian Smoothing Gradient Descent Stanley Osher Bao Wang Penghang Yin Xiyang Luo Farzin Barekat Minh Pham A. Lin ODL 22 43 0 17 Jun 2018
Sharp Minima Can Generalize For Deep Nets Laurent Dinh Razvan Pascanu Samy Bengio Yoshua Bengio ODL 46 757 0 15 Mar 2017
Data-Dependent Stability of Stochastic Gradient Descent Ilja Kuzborskij Christoph H. Lampert MLT 9 165 0 05 Mar 2017