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Soheil Feizi

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(De)Randomized Smoothing for Certifiable Defense against Patch Attacks

Feb 25, 2020
Alexander Levine, Soheil Feizi

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Curse of Dimensionality on Randomized Smoothing for Certifiable Robustness

Feb 08, 2020
Aounon Kumar, Alexander Levine, Tom Goldstein, Soheil Feizi

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Playing it Safe: Adversarial Robustness with an Abstain Option

Nov 25, 2019
Cassidy Laidlaw, Soheil Feizi

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Bounding Singular Values of Convolution Layers

Nov 22, 2019
Sahil Singla, Soheil Feizi

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Robustness Certificates for Sparse Adversarial Attacks by Randomized Ablation

Nov 21, 2019
Alexander Levine, Soheil Feizi

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Adversarial Robustness of Flow-Based Generative Models

Nov 20, 2019
Phillip Pope, Yogesh Balaji, Soheil Feizi

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Second-Order Group Influence Functions for Black-Box Predictions

Nov 01, 2019
Samyadeep Basu, Xuchen You, Soheil Feizi

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Quantum Wasserstein Generative Adversarial Networks

Oct 31, 2019
Shouvanik Chakrabarti, Yiming Huang, Tongyang Li, Soheil Feizi, Xiaodi Wu

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Input-Cell Attention Reduces Vanishing Saliency of Recurrent Neural Networks

Oct 27, 2019
Aya Abdelsalam Ismail, Mohamed Gunady, Luiz Pessoa, Héctor Corrada Bravo, Soheil Feizi

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Wasserstein Smoothing: Certified Robustness against Wasserstein Adversarial Attacks

Oct 23, 2019
Alexander Levine, Soheil Feizi

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