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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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Poster
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Wed 9:00
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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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Tue 9:00
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Outlier-Robust Sparse Mean Estimation for Heavy-Tailed Distributions
Ilias Diakonikolas · Daniel Kane · Jasper Lee · Ankit Pensia
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Poster
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Tue 9:00
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Gradient Methods Provably Converge to Non-Robust Networks
Gal Vardi · Gilad Yehudai · Ohad Shamir
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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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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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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
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Outlier-Robust Sparse Estimation via Non-Convex Optimization
Yu Cheng · Ilias Diakonikolas · Rong Ge · Shivam Gupta · Daniel Kane · Mahdi Soltanolkotabi
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Panel
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Tue 10:45
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Panel 1A-4: Hardness of Noise-Free… & Adversarially Robust Learning:…
Aravind Gollakota · Omar Montasser
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Poster
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Tue 9:00
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On Robust Multiclass Learnability
Jingyuan Xu · Weiwei Liu
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Poster
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Thu 14:00
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Ambiguous Images With Human Judgments for Robust Visual Event Classification
Kate Sanders · Reno Kriz · Anqi Liu · Benjamin Van Durme
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