Diffusion Approximations for Online Principal Component Estimation and
Global Convergence

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"

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Title
A General Continuous-Time Formulation of Stochastic ADMM and Its Variants Chris Junchi Li 37 0 0 22 Apr 2024
High-dimensional limit theorems for SGD: Effective dynamics and critical scaling Gerard Ben Arous Reza Gheissari Aukosh Jagannath 62 58 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 23 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 108 1,154 0 04 Mar 2015