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Alhussein Fawzi

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Alhussein Fawzi

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Robustness via curvature regularization, and vice versa

Robustness of Classifiers to Universal Perturbations: A Geometric Perspective

Empirical study of the topology and geometry of deep networks

Robustness via curvature regularization, and vice versa

The Robustness of Deep Networks - A geometric perspective

Universal adversarial perturbations

Multi-task additive models with shared transfer functions based on dictionary learning

Robustness of classifiers: from adversarial to random noise

Robust image classification

Structured Dimensionality Reduction for Additive Model Regression

Robustness via curvature regularization, and vice versa

Empirical study of the topology and geometry of deep networks

Robustness of Classifiers to Universal Perturbations: A Geometric Perspective

Multi-task additive models with shared transfer functions based on dictionary learning

Structured Dimensionality Reduction for Additive Model Regression

Robustness via curvature regularization, and vice versa

Universal adversarial perturbations

Robust image classification

Robustness of classifiers: from adversarial to random noise

The Robustness of Deep Networks - A geometric perspective