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The curse of overparametrization in adversarial training: Precise analysis of robust generalization for random features regression
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The curse of overparametrization in adversarial training: Precise analysis of robust generalization for random features regression

Hamed Hassani
Adel Javanmard
    AAML
ArXiv (abs)PDFHTML

Papers citing "The curse of overparametrization in adversarial training: Precise analysis of robust generalization for random features regression"

3 / 3 papers shown
Title
Spurious Correlations in High Dimensional Regression: The Roles of Regularization, Simplicity Bias and Over-Parameterization
Spurious Correlations in High Dimensional Regression: The Roles of Regularization, Simplicity Bias and Over-Parameterization
Simone Bombari
Marco Mondelli
242
0
0
03 Feb 2025
Robust Feature Learning for Multi-Index Models in High Dimensions
Robust Feature Learning for Multi-Index Models in High Dimensions
Alireza Mousavi-Hosseini
Adel Javanmard
Murat A. Erdogdu
OODAAML
145
1
0
21 Oct 2024
A Theory of Non-Linear Feature Learning with One Gradient Step in Two-Layer Neural Networks
A Theory of Non-Linear Feature Learning with One Gradient Step in Two-Layer Neural Networks
Behrad Moniri
Donghwan Lee
Hamed Hassani
Yan Sun
MLT
94
23
0
11 Oct 2023

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