The Sample Complexity of One-Hidden-Layer Neural Networks

The Sample Complexity of One-Hidden-Layer Neural Networks

13 February 2022

Gal Vardi

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

6 / 6 papers shown

Title
Learning with Norm Constrained, Over-parameterized, Two-layer Neural Networks Fanghui Liu L. Dadi Volkan Cevher 85 2 0 29 Apr 2024
Generalization and Stability of Interpolating Neural Networks with Minimal Width Hossein Taheri Christos Thrampoulidis 74 16 0 18 Feb 2023
On the Sample Complexity of Two-Layer Networks: Lipschitz vs. Element-Wise Lipschitz Activation Amit Daniely Elad Granot MLT 39 1 0 17 Nov 2022
A PAC-Bayesian Generalization Bound for Equivariant Networks Arash Behboodi Gabriele Cesa Taco S. Cohen 63 18 0 24 Oct 2022
On the Implicit Bias in Deep-Learning Algorithms Gal Vardi FedML AI4CE 39 76 0 26 Aug 2022
Norm-Based Capacity Control in Neural Networks Behnam Neyshabur Ryota Tomioka Nathan Srebro 136 581 0 27 Feb 2015