Improved Overparametrization Bounds for Global Convergence of Stochastic Gradient Descent for Shallow Neural Networks

28 January 2022

Papers citing "Improved Overparametrization Bounds for Global Convergence of Stochastic Gradient Descent for Shallow Neural Networks"

5 / 5 papers shown

Title
Spectral Evolution and Invariance in Linear-width Neural Networks Zhichao Wang A. Engel Anand D. Sarwate Ioana Dumitriu Tony Chiang 40 14 0 11 Nov 2022
Convergence of GANs Training: A Game and Stochastic Control Methodology Othmane Mounjid Xin Guo GAN 19 3 0 01 Dec 2021
Continuous vs. Discrete Optimization of Deep Neural Networks Omer Elkabetz Nadav Cohen 62 44 0 14 Jul 2021
On the Proof of Global Convergence of Gradient Descent for Deep ReLU Networks with Linear Widths Quynh N. Nguyen 33 49 0 24 Jan 2021
The Loss Surfaces of Multilayer Networks A. Choromańska Mikael Henaff Michaël Mathieu Gerard Ben Arous Yann LeCun ODL 179 1,185 0 30 Nov 2014