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Global Capacity Measures for Deep ReLU Networks via Path Sampling

Global Capacity Measures for Deep ReLU Networks via Path Sampling

22 October 2019
Ryan Theisen
Jason M. Klusowski
Huan Wang
N. Keskar
Caiming Xiong
R. Socher
ArXivPDFHTML

Papers citing "Global Capacity Measures for Deep ReLU Networks via Path Sampling"

3 / 3 papers shown
Title
Complexity Measures for Neural Networks with General Activation
  Functions Using Path-based Norms
Complexity Measures for Neural Networks with General Activation Functions Using Path-based Norms
Zhong Li
Chao Ma
Lei Wu
28
24
0
14 Sep 2020
Norm-Based Capacity Control in Neural Networks
Norm-Based Capacity Control in Neural Networks
Behnam Neyshabur
Ryota Tomioka
Nathan Srebro
127
577
0
27 Feb 2015
The Loss Surfaces of Multilayer Networks
The Loss Surfaces of Multilayer Networks
A. Choromańska
Mikael Henaff
Michaël Mathieu
Gerard Ben Arous
Yann LeCun
ODL
183
1,185
0
30 Nov 2014
1