Stability and Generalization for Minibatch SGD and Local SGD

2 October 2023

Papers citing "Stability and Generalization for Minibatch SGD and Local SGD"

6 / 6 papers shown

Title
Stability-based Generalization Analysis of Randomized Coordinate Descent for Pairwise Learning Liang Wu Ruixi Hu Yunwen Lei 47 0 0 03 Mar 2025
Bootstrap SGD: Algorithmic Stability and Robustness Andreas Christmann Yunwen Lei 38 0 0 02 Sep 2024
Select without Fear: Almost All Mini-Batch Schedules Generalize Optimally Konstantinos E. Nikolakakis Amin Karbasi Dionysis Kalogerias 25 5 0 03 May 2023
SGD: The Role of Implicit Regularization, Batch-size and Multiple-epochs Satyen Kale Ayush Sekhari Karthik Sridharan 180 29 0 11 Jul 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 278 2,888 0 15 Sep 2016
Optimal Distributed Online Prediction using Mini-Batches O. Dekel Ran Gilad-Bachrach Ohad Shamir Lin Xiao 168 683 0 07 Dec 2010