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Search All 2020 Events
50 Results
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Poster
Tue 11:00
Understanding and Mitigating the Tradeoff between Robustness and Accuracy
Aditi Raghunathan · Sang Michael Xie · Fanny Yang · John Duchi · Percy Liang
Poster
Wed 5:00
Adversarial Risk via Optimal Transport and Optimal Couplings
Muni Sreenivas Pydi · Varun Jog
Poster
Tue 7:00
Adversarial Learning Guarantees for Linear Hypotheses and Neural Networks
Pranjal Awasthi · Natalie Frank · Mehryar Mohri
Poster
Tue 8:00
Adversarial Neural Pruning with Latent Vulnerability Suppression
Divyam Madaan · Jinwoo Shin · Sung Ju Hwang
Poster
Thu 6:00
Towards Understanding the Regularization of Adversarial Robustness on Neural Networks
Yuxin Wen · Shuai Li · Kui Jia
Poster
Tue 7:00
Randomized Smoothing of All Shapes and Sizes
Greg Yang · Tony Duan · J. Edward Hu · Hadi Salman · Ilya Razenshteyn · Jerry Li
Poster
Tue 8:00
Stronger and Faster Wasserstein Adversarial Attacks
Kaiwen Wu · Allen Wang · Yaoliang Yu
Poster
Thu 7:00
More Data Can Expand The Generalization Gap Between Adversarially Robust and Standard Models
Lin Chen · Yifei Min · Mingrui Zhang · Amin Karbasi
Poster
Tue 8:00
Parameterized Rate-Distortion Stochastic Encoder
Quan Hoang · Trung Le · Dinh Phung
Poster
Tue 11:00
Adversarial Robustness for Code
Pavol Bielik · Martin Vechev
Workshop
Poster presentation: Black-box Adversarial Example Generation with Normalizing Flows
Invertible Workshop INNF
Poster
Tue 10:00
When are Non-Parametric Methods Robust?
Robi Bhattacharjee · Kamalika Chaudhuri
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