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robust overfitting

30 papers

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RO

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adversarial training (27) adversarial robustness (9) robust generalization (5) generalization bound (5) data augmentation (4) stochastic gradient descent (3) uniform stability (2) adversarial perturbation (2) distributionally robust optimization (2) loss landscape (2)

Papers

What You See is What You Get: Principled Deep Learning via Distributional Generalization NeurIPS 2022 Data Augmentation Can Improve Robustness NeurIPS 2021 Interpolation can hurt robust generalization even when there is no noise NeurIPS 2021 Relating Adversarially Robust Generalization to Flat Minima ICCV 2021 Robust Overfitting may be mitigated by properly learned smoothening ICLR 2021