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Grigorios Chrysos

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Efficient local linearity regularization to overcome catastrophic overfitting

Revisiting Character-level Adversarial Attacks for Language Models

Generalization of Scaled Deep ResNets in the Mean-Field Regime

Robust NAS under adversarial training: benchmark, theory, and beyond

Learning to Remove Cuts in Integer Linear Programming

Revisiting adversarial training for the worst-performing class

Regularization of polynomial networks for image recognition

Federated Learning under Covariate Shifts with Generalization Guarantees

Benign Overfitting in Deep Neural Networks under Lazy Training

Regularization of polynomial networks for image recognition

Efficient local linearity regularization to overcome catastrophic overfitting

Revisiting Character-level Adversarial Attacks for Language Models

Benign Overfitting in Deep Neural Networks under Lazy Training

Generalization of Scaled Deep ResNets in the Mean-Field Regime

Robust NAS under adversarial training: benchmark, theory, and beyond

Regularization of polynomial networks for image recognition

Revisiting adversarial training for the worst-performing class

Learning to Remove Cuts in Integer Linear Programming

Regularization of polynomial networks for image recognition

Federated Learning under Covariate Shifts with Generalization Guarantees