Approximation power of random neural networks

18 June 2019

Papers citing "Approximation power of random neural networks"

8 / 8 papers shown

Title
A mean-field limit for certain deep neural networks Dyego Araújo R. Oliveira Daniel Yukimura AI4CE 55 70 0 01 Jun 2019
How do infinite width bounded norm networks look in function space? Pedro H. P. Savarese Itay Evron Daniel Soudry Nathan Srebro 57 166 0 13 Feb 2019
Generalization Error Bounds of Gradient Descent for Learning Over-parameterized Deep ReLU Networks Yuan Cao Quanquan Gu ODL MLT AI4CE 65 155 0 04 Feb 2019
Stochastic Gradient Descent Optimizes Over-parameterized Deep ReLU Networks Difan Zou Yuan Cao Dongruo Zhou Quanquan Gu ODL 146 448 0 21 Nov 2018
Learning and Generalization in Overparameterized Neural Networks, Going Beyond Two Layers Zeyuan Allen-Zhu Yuanzhi Li Yingyu Liang MLT 149 769 0 12 Nov 2018
Learning Overparameterized Neural Networks via Stochastic Gradient Descent on Structured Data Yuanzhi Li Yingyu Liang MLT 166 652 0 03 Aug 2018
Depth Separation for Neural Networks Amit Daniely MDE 34 74 0 27 Feb 2017
The Power of Depth for Feedforward Neural Networks Ronen Eldan Ohad Shamir 170 731 0 12 Dec 2015