SGD Implicitly Regularizes Generalization Error

10 April 2021

Papers citing "SGD Implicitly Regularizes Generalization Error"

5 / 5 papers shown

Title
How Neural Networks Learn the Support is an Implicit Regularization Effect of SGD Pierfrancesco Beneventano Andrea Pinto Tomaso A. Poggio MLT 37 1 0 17 Jun 2024
Noise Injection as a Probe of Deep Learning Dynamics Noam Levi I. Bloch M. Freytsis T. Volansky 44 2 0 24 Oct 2022
Rethinking Sharpness-Aware Minimization as Variational Inference Szilvia Ujváry Zsigmond Telek A. Kerekes Anna Mészáros Ferenc Huszár 33 8 0 19 Oct 2022
Stochastic Training is Not Necessary for Generalization Jonas Geiping Micah Goldblum Phillip E. Pope Michael Moeller Tom Goldstein 91 72 0 29 Sep 2021
On Large-Batch Training for Deep Learning: Generalization Gap and Sharp Minima N. Keskar Dheevatsa Mudigere J. Nocedal M. Smelyanskiy P. T. P. Tang ODL 312 2,896 0 15 Sep 2016