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Poster
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Tue 11:00
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Understanding and Mitigating the Tradeoff between Robustness and Accuracy
Aditi Raghunathan · Sang Michael Xie · Fanny Yang · John Duchi · Percy Liang
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Poster
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Tue 7:00
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Adversarial Learning Guarantees for Linear Hypotheses and Neural Networks
Pranjal Awasthi · Natalie Frank · Mehryar Mohri
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Poster
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Thu 6:00
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Towards Understanding the Regularization of Adversarial Robustness on Neural Networks
Yuxin Wen · Shuai Li · Kui Jia
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Poster
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Tue 8:00
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Adversarial Neural Pruning with Latent Vulnerability Suppression
Divyam Madaan · Jinwoo Shin · Sung Ju Hwang
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Poster
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Wed 5:00
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Adversarial Risk via Optimal Transport and Optimal Couplings
Muni Sreenivas Pydi · Varun Jog
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Poster
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Tue 7:00
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Randomized Smoothing of All Shapes and Sizes
Greg Yang · Tony Duan · J. Edward Hu · Hadi Salman · Ilya Razenshteyn · Jerry Li
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Poster
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Thu 7:00
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More Data Can Expand The Generalization Gap Between Adversarially Robust and Standard Models
Lin Chen · Yifei Min · Mingrui Zhang · Amin Karbasi
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Poster
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Tue 8:00
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Stronger and Faster Wasserstein Adversarial Attacks
Kaiwen Wu · Allen Wang · Yaoliang Yu
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Workshop
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Poster presentation: Black-box Adversarial Example Generation with Normalizing Flows
Invertible Workshop INNF
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Poster
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Tue 11:00
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Adversarial Robustness for Code
Pavol Bielik · Martin Vechev
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Poster
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Tue 8:00
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Parameterized Rate-Distortion Stochastic Encoder
Quan Hoang · Trung Le · Dinh Phung
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Poster
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Tue 10:00
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When are Non-Parametric Methods Robust?
Robi Bhattacharjee · Kamalika Chaudhuri
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