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Poster
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SNN-RAT: Robustness-enhanced Spiking Neural Network through Regularized Adversarial Training Jianhao Ding · Tong Bu · Zhaofei Yu · Tiejun Huang · Jian Liu |
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Poster
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Tue 9:00 |
Gradient Methods Provably Converge to Non-Robust Networks Gal Vardi · Gilad Yehudai · Ohad Shamir |
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Poster
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Tue 9:00 |
Outlier-Robust Sparse Estimation via Non-Convex Optimization Yu Cheng · Ilias Diakonikolas · Rong Ge · Shivam Gupta · Daniel Kane · Mahdi Soltanolkotabi |
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Poster
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Wed 9:00 |
Online Bipartite Matching with Advice: Tight Robustness-Consistency Tradeoffs for the Two-Stage Model Billy Jin · Will Ma |
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Poster
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Can Adversarial Training Be Manipulated By Non-Robust Features? Lue Tao · Lei Feng · Hongxin Wei · Jinfeng Yi · Sheng-Jun Huang · Songcan Chen |
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Poster
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Tue 9:00 |
Outlier-Robust Sparse Mean Estimation for Heavy-Tailed Distributions Ilias Diakonikolas · Daniel Kane · Jasper Lee · Ankit Pensia |
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Workshop
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A Vision for Certifiable Perception: from Outlier-Robust Estimation to Self-Supervised Learning - Luca Carlone & Rajat Talak Hamidreza Kasaei |
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Workshop
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NOSMOG: Learning Noise-robust and Structure-aware MLPs on Graphs Yijun Tian · Chuxu Zhang · Zhichun Guo · Xiangliang Zhang · Nitesh Chawla |
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Workshop
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Shift-Robust Node Classification via Graph Clustering Co-training Qi Zhu · Chao Zhang · Chanyoung Park · Carl Yang · Jiawei Han |
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Affinity Workshop
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When are Local Queries Useful for Robust Learning? Pascale Gourdeau · Varun Kanade · Marta Kwiatkowska · James Worrell |
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Workshop
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Online Policy Optimization for Robust MDP Jing Dong · Jingwei Li · Baoxiang Wang · Jingzhao Zhang |
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Workshop
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Visual Prompting for Adversarial Robustness Aochuan Chen · Peter Lorenz · Yuguang Yao · Pin-Yu Chen · Sijia Liu |