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The Sample Complexity of One-Hidden-Layer Neural Networks
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The Sample Complexity of One-Hidden-Layer Neural Networks

Gal Vardi
Ohad Shamir
Nathan Srebro
ArXiv (abs)PDFHTML

Papers citing "The Sample Complexity of One-Hidden-Layer Neural Networks"

4 / 4 papers shown
Title
Initialization-Dependent Sample Complexity of Linear Predictors and Neural Networks
Initialization-Dependent Sample Complexity of Linear Predictors and Neural Networks
Roey Magen
Ohad Shamir
52
1
0
25 May 2023
On the Sample Complexity of Two-Layer Networks: Lipschitz vs. Element-Wise Lipschitz Activation
On the Sample Complexity of Two-Layer Networks: Lipschitz vs. Element-Wise Lipschitz Activation
Amit Daniely
Elad Granot
MLT
63
1
0
17 Nov 2022
A PAC-Bayesian Generalization Bound for Equivariant Networks
A PAC-Bayesian Generalization Bound for Equivariant Networks
Arash Behboodi
Gabriele Cesa
Taco S. Cohen
88
19
0
24 Oct 2022
On the Implicit Bias in Deep-Learning Algorithms
On the Implicit Bias in Deep-Learning Algorithms
Gal Vardi
FedMLAI4CE
80
81
0
26 Aug 2022

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