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On Sparsity in Overparametrised Shallow ReLU Networks

On Sparsity in Overparametrised Shallow ReLU Networks

18 June 2020
Jaume de Dios
Joan Bruna
ArXivPDFHTML

Papers citing "On Sparsity in Overparametrised Shallow ReLU Networks"

3 / 3 papers shown
Title
Learning sparse features can lead to overfitting in neural networks
Learning sparse features can lead to overfitting in neural networks
Leonardo Petrini
Francesco Cagnetta
Eric Vanden-Eijnden
M. Wyart
MLT
34
23
0
24 Jun 2022
Two-layer neural networks with values in a Banach space
Two-layer neural networks with values in a Banach space
Yury Korolev
21
23
0
05 May 2021
Norm-Based Capacity Control in Neural Networks
Norm-Based Capacity Control in Neural Networks
Behnam Neyshabur
Ryota Tomioka
Nathan Srebro
119
577
0
27 Feb 2015
1