Dynamics of Stochastic Momentum Methods on Large-scale, Quadratic Models

7 June 2021

Papers citing "Dynamics of Stochastic Momentum Methods on Large-scale, Quadratic Models"

3 / 3 papers shown

Title
High-dimensional scaling limits and fluctuations of online least-squares SGD with smooth covariance Krishnakumar Balasubramanian Promit Ghosal Ye He 28 5 0 03 Apr 2023
Statistical Inference for Linear Functionals of Online SGD in High-dimensional Linear Regression Bhavya Agrawalla Krishnakumar Balasubramanian Promit Ghosal 23 2 0 20 Feb 2023
Provable Acceleration of Heavy Ball beyond Quadratics for a Class of Polyak-Łojasiewicz Functions when the Non-Convexity is Averaged-Out Jun-Kun Wang Chi-Heng Lin Andre Wibisono Bin Hu 26 20 0 22 Jun 2022