Global Convergence of SGD On Two Layer Neural Nets

20 October 2022

Papers citing "Global Convergence of SGD On Two Layer Neural Nets"

5 / 5 papers shown

Title
Training a Two Layer ReLU Network Analytically Adrian Barbu 26 5 0 06 Apr 2023
Restricted Strong Convexity of Deep Learning Models with Smooth Activations A. Banerjee Pedro Cisneros-Velarde Libin Zhu M. Belkin 19 5 0 29 Sep 2022
Efficiently Learning Any One Hidden Layer ReLU Network From Queries Sitan Chen Adam R. Klivans Raghu Meka MLAU MLT 26 6 0 08 Nov 2021
Dynamics of Local Elasticity During Training of Neural Nets Soham Dan Anirbit Mukherjee Avirup Das Phanideep Gampa 12 0 0 01 Nov 2021
A Local Convergence Theory for Mildly Over-Parameterized Two-Layer Neural Network Mo Zhou Rong Ge Chi Jin 67 44 0 04 Feb 2021