Overparameterized Linear Regression Under Adversarial Attacks

Author:

Ribeiro Antônio H.1ORCID,Schön Thomas B.1ORCID

Affiliation:

1. Department of Information Technology, Uppsala University, Uppsala, Sweden

Funder

Swedish Research Council and by Kjell och Märta Beijer Foundation

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Signal Processing

Reference57 articles.

1. Precise tradeoffs in adversarial training for linear regression;javanmard;Proc 33rd Conf Learn Theory,0

2. Efficient and accurate estimation of Lipschitz constants for deep neural networks;fazlyab;Proc 33rd Int Conf Neural Inf Process Syst,0

3. Asymptotic Behavior of Adversarial Training in Binary Linear Classification

4. Neural tangent kernel: Convergence and generalization in neural networks;jacot;Proc Int Conf Neural Inf Process,0

5. The curious case of adversarially robust models: More data can help, double descend, or hurt generalization;min;Proc Conf Uncertainty of Artificial Intelligence,0

Cited by 1 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Dynamics and Perturbations of Overparameterized Linear Neural Networks;2023 62nd IEEE Conference on Decision and Control (CDC);2023-12-13

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