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Poster
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Wed 9:00 |
Best of Both Worlds Model Selection Aldo Pacchiano · Christoph Dann · Claudio Gentile |
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Poster
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Tue 9:00 |
Adversarial training for high-stakes reliability Daniel Ziegler · Seraphina Nix · Lawrence Chan · Tim Bauman · Peter Schmidt-Nielsen · Tao Lin · Adam Scherlis · Noa Nabeshima · Benjamin Weinstein-Raun · Daniel de Haas · Buck Shlegeris · Nate Thomas |
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Poster
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Tue 9:00 |
Collaborative Linear Bandits with Adversarial Agents: Near-Optimal Regret Bounds Aritra Mitra · Arman Adibi · George J. Pappas · Hamed Hassani |
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Poster
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Wed 9:00 |
LOT: Layer-wise Orthogonal Training on Improving l2 Certified Robustness Xiaojun Xu · Linyi Li · Bo Li |
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Poster
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Tue 9:00 |
How Sampling Impacts the Robustness of Stochastic Neural Networks Sina Däubener · Asja Fischer |
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Poster
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Tue 9:00 |
Improved techniques for deterministic l2 robustness Sahil Singla · Soheil Feizi |
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Poster
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Tue 9:00 |
General Cutting Planes for Bound-Propagation-Based Neural Network Verification Huan Zhang · Shiqi Wang · Kaidi Xu · Linyi Li · Bo Li · Suman Jana · Cho-Jui Hsieh · J. Zico Kolter |
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Poster
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Thu 9:00 |
A Characterization of Semi-Supervised Adversarially Robust PAC Learnability Idan Attias · Steve Hanneke · Yishay Mansour |
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Poster
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Tue 9:00 |
Distilling Representations from GAN Generator via Squeeze and Span Yu Yang · Xiaotian Cheng · Chang Liu · Hakan Bilen · Xiangyang Ji |
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Poster
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Tue 14:00 |
Sound and Complete Verification of Polynomial Networks Elias Abad Rocamora · Mehmet Fatih Sahin · Fanghui Liu · Grigorios Chrysos · Volkan Cevher |
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Poster
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Wed 14:00 |
Towards Consistency in Adversarial Classification Laurent Meunier · Raphael Ettedgui · Rafael Pinot · Yann Chevaleyre · Jamal Atif |
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Poster
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Tue 14:00 |
Accelerating Certified Robustness Training via Knowledge Transfer Pratik Vaishnavi · Kevin Eykholt · Amir Rahmati |