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On Size-Independent Sample Complexity of ReLU Networks

On Size-Independent Sample Complexity of ReLU Networks

3 June 2023
Mark Sellke
ArXivPDFHTML

Papers citing "On Size-Independent Sample Complexity of ReLU Networks"

4 / 4 papers shown
Title
How DNNs break the Curse of Dimensionality: Compositionality and Symmetry Learning
How DNNs break the Curse of Dimensionality: Compositionality and Symmetry Learning
Arthur Jacot
Seok Hoan Choi
Yuxiao Wen
AI4CE
94
2
0
08 Jul 2024
Public-data Assisted Private Stochastic Optimization: Power and
  Limitations
Public-data Assisted Private Stochastic Optimization: Power and Limitations
Enayat Ullah
Michael Menart
Raef Bassily
Cristóbal Guzmán
Raman Arora
32
1
0
06 Mar 2024
Towards Size-Independent Generalization Bounds for Deep Operator Nets
Towards Size-Independent Generalization Bounds for Deep Operator Nets
Pulkit Gopalani
Sayar Karmakar
Dibyakanti Kumar
Anirbit Mukherjee
AI4CE
24
5
0
23 May 2022
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
1