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Towards Size-Independent Generalization Bounds for Deep Operator Nets

Towards Size-Independent Generalization Bounds for Deep Operator Nets

23 May 2022
Pulkit Gopalani
Sayar Karmakar
Dibyakanti Kumar
Anirbit Mukherjee
    AI4CE
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Papers citing "Towards Size-Independent Generalization Bounds for Deep Operator Nets"

3 / 3 papers shown
Title
Fourier Neural Operator for Parametric Partial Differential Equations
Fourier Neural Operator for Parametric Partial Differential Equations
Zong-Yi Li
Nikola B. Kovachki
Kamyar Azizzadenesheli
Burigede Liu
K. Bhattacharya
Andrew M. Stuart
Anima Anandkumar
AI4CE
203
2,254
0
18 Oct 2020
Dropout: Explicit Forms and Capacity Control
Dropout: Explicit Forms and Capacity Control
R. Arora
Peter L. Bartlett
Poorya Mianjy
Nathan Srebro
50
33
0
06 Mar 2020
Norm-Based Capacity Control in Neural Networks
Norm-Based Capacity Control in Neural Networks
Behnam Neyshabur
Ryota Tomioka
Nathan Srebro
111
577
0
27 Feb 2015
1