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"

3 / 3 papers shown

Title
Continuous vs. Discrete Optimization of Deep Neural Networks Omer Elkabetz Nadav Cohen 55 44 0 14 Jul 2021
On the Proof of Global Convergence of Gradient Descent for Deep ReLU Networks with Linear Widths Quynh N. Nguyen 28 49 0 24 Jan 2021
The Loss Surfaces of Multilayer Networks A. Choromańska Mikael Henaff Michaël Mathieu Gerard Ben Arous Yann LeCun ODL 175 1,182 0 30 Nov 2014