A mean-field limit for certain deep neural networks

1 June 2019

Papers citing "A mean-field limit for certain deep neural networks"

6 / 56 papers shown

Title
Optimization for deep learning: theory and algorithms Ruoyu Sun ODL 137 169 0 19 Dec 2019
Dynamics of Deep Neural Networks and Neural Tangent Hierarchy Jiaoyang Huang H. Yau 62 151 0 18 Sep 2019
The generalization error of random features regression: Precise asymptotics and double descent curve Song Mei Andrea Montanari 162 640 0 14 Aug 2019
Approximation power of random neural networks Bolton Bailey Ziwei Ji Matus Telgarsky Ruicheng Xian 55 6 0 18 Jun 2019
Mean Field Analysis of Deep Neural Networks Justin A. Sirignano K. Spiliopoulos 109 82 0 11 Mar 2019
On the Benefit of Width for Neural Networks: Disappearance of Bad Basins Dawei Li Tian Ding Ruoyu Sun 148 39 0 28 Dec 2018