The Impact of Local Geometry and Batch Size on Stochastic Gradient Descent for Nonconvex Problems

14 September 2017

Papers citing "The Impact of Local Geometry and Batch Size on Stochastic Gradient Descent for Nonconvex Problems"

4 / 4 papers shown

Title
Stochastic Ratios Tracking Algorithm for Large Scale Machine Learning Problems Shigeng Sun Yuchen Xie 18 3 0 17 May 2023
Stopping Criteria for, and Strong Convergence of, Stochastic Gradient Descent on Bottou-Curtis-Nocedal Functions V. Patel 21 23 0 01 Apr 2020
A Double-Deep Spatio-Angular Learning Framework for Light Field based Face Recognition Alireza Sepas-Moghaddam M. A. Haque P. Correia Kamal Nasrollahi T. Moeslund F. Pereira CVBM 16 35 0 25 May 2018
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