Stochastic Nonconvex Optimization with Large Minibatches

25 September 2017

Papers citing "Stochastic Nonconvex Optimization with Large Minibatches"

5 / 5 papers shown

Title
Demystifying the Myths and Legends of Nonconvex Convergence of SGD Aritra Dutta El Houcine Bergou Soumia Boucherouite Nicklas Werge M. Kandemir Xin Li 18 0 0 19 Oct 2023
Repeated Random Sampling for Minimizing the Time-to-Accuracy of Learning Patrik Okanovic R. Waleffe Vasilis Mageirakos Konstantinos E. Nikolakakis Amin Karbasi Dionysis Kalogerias Nezihe Merve Gürel Theodoros Rekatsinas DD 22 12 0 28 May 2023
Distributed Machine Learning for Wireless Communication Networks: Techniques, Architectures, and Applications Shuyan Hu Xiaojing Chen Wei Ni E. Hossain Xin Wang AI4CE 24 111 0 02 Dec 2020
A Distributed Synchronous SGD Algorithm with Global Top- $k$ Sparsification for Low Bandwidth Networks S. Shi Qiang-qiang Wang Kaiyong Zhao Zhenheng Tang Yuxin Wang Xiang Huang Xiaowen Chu 18 132 0 14 Jan 2019
Optimal Distributed Online Prediction using Mini-Batches O. Dekel Ran Gilad-Bachrach Ohad Shamir Lin Xiao 164 684 0 07 Dec 2010