Diffusion Approximations for Online Principal Component Estimation and Global Convergence

29 August 2018

Mengdi Wang

Tong Zhang

Papers citing "Diffusion Approximations for Online Principal Component Estimation and Global Convergence"

3 / 3 papers shown

Title
High-dimensional limit theorems for SGD: Effective dynamics and critical scaling Gerard Ben Arous Reza Gheissari Aukosh Jagannath 37 59 0 08 Jun 2022
Learning a Compressed Sensing Measurement Matrix via Gradient Unrolling Shanshan Wu A. Dimakis Sujay Sanghavi Felix X. Yu D. Holtmann-Rice Dmitry Storcheus Afshin Rostamizadeh Sanjiv Kumar SSL 15 53 0 26 Jun 2018
A Differential Equation for Modeling Nesterov's Accelerated Gradient Method: Theory and Insights Weijie Su Stephen P. Boyd Emmanuel J. Candes 97 1,151 0 04 Mar 2015