Accelerated SGD for Non-Strongly-Convex Least Squares

3 March 2022

Papers citing "Accelerated SGD for Non-Strongly-Convex Least Squares"

6 / 6 papers shown

Title
Corner Gradient Descent Dmitry Yarotsky 41 0 0 16 Apr 2025
Increasing Batch Size Improves Convergence of Stochastic Gradient Descent with Momentum Keisuke Kamo Hideaki Iiduka 70 0 0 15 Jan 2025
SGD with memory: fundamental properties and stochastic acceleration Dmitry Yarotsky Maksim Velikanov 40 1 0 05 Oct 2024
The Optimality of (Accelerated) SGD for High-Dimensional Quadratic Optimization Haihan Zhang Yuanshi Liu Qianwen Chen Cong Fang 38 0 0 15 Sep 2024
A view of mini-batch SGD via generating functions: conditions of convergence, phase transitions, benefit from negative momenta Maksim Velikanov Denis Kuznedelev Dmitry Yarotsky 13 8 0 22 Jun 2022
Non-asymptotic oracle inequalities for the Lasso in high-dimensional mixture of experts TrungTin Nguyen Hien Nguyen Faicel Chamroukhi Geoffrey J. McLachlan 26 2 0 22 Sep 2020