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Soheil Feizi

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Explicit Tradeoffs between Adversarial and Natural Distributional Robustness

Sep 15, 2022
Mazda Moayeri, Kiarash Banihashem, Soheil Feizi

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Goal-Conditioned Q-Learning as Knowledge Distillation

Aug 28, 2022
Alexander Levine, Soheil Feizi

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Lethal Dose Conjecture on Data Poisoning

Aug 05, 2022
Wenxiao Wang, Alexander Levine, Soheil Feizi

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Certifiably Robust Policy Learning against Adversarial Communication in Multi-agent Systems

Jul 02, 2022
Yanchao Sun, Ruijie Zheng, Parisa Hassanzadeh, Yongyuan Liang, Soheil Feizi, Sumitra Ganesh, Furong Huang

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Interpretable Mixture of Experts for Structured Data

Jun 05, 2022
Aya Abdelsalam Ismail, Sercan Ö. Arik, Jinsung Yoon, Ankur Taly, Soheil Feizi, Tomas Pfister

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Core Risk Minimization using Salient ImageNet

Mar 28, 2022
Sahil Singla, Mazda Moayeri, Soheil Feizi

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Provable Adversarial Robustness for Fractional Lp Threat Models

Mar 16, 2022
Alexander Levine, Soheil Feizi

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Understanding Failure Modes of Self-Supervised Learning

Mar 03, 2022
Neha Mukund Kalibhat, Kanika Narang, Liang Tan, Hamed Firooz, Maziar Sanjabi, Soheil Feizi

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Improved Certified Defenses against Data Poisoning with (Deterministic) Finite Aggregation

Feb 05, 2022
Wenxiao Wang, Alexander Levine, Soheil Feizi

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