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140 Results
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Poster
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Tue 2:30 |
Fundamental limits on the robustness of image classifiers Zheng Dai · David Gifford |
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Poster
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Tue 7:30 |
The Lazy Neuron Phenomenon: On Emergence of Activation Sparsity in Transformers Zonglin Li · Chong You · Srinadh Bhojanapalli · Daliang Li · Ankit Singh Rawat · Sashank Reddi · Ke Ye · Felix Chern · Felix Yu · Ruiqi Guo · Sanjiv Kumar |
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Poster
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Distributionally Robust Recourse Action Duy Nguyen · Ngoc Bui · Viet Anh Nguyen |
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Poster
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Robust Graph Dictionary Learning Weijie Liu · Jiahao Xie · Chao Zhang · Makoto Yamada · Nenggan Zheng · Hui Qian |
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Poster
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Tue 2:30 |
Variance Reduction is an Antidote to Byzantines: Better Rates, Weaker Assumptions and Communication Compression as a Cherry on the Top Eduard Gorbunov · Samuel Horváth · Peter Richtarik · Gauthier Gidel |
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Workshop
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Thu 2:30 |
Robust Multi-Agent Reinforcement Learning Considering State Uncertainties Sihong He |
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Poster
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Learning MLPs on Graphs: A Unified View of Effectiveness, Robustness, and Efficiency Yijun Tian · Chuxu Zhang · Zhichun Guo · Xiangliang Zhang · Nitesh Chawla |
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Poster
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Wed 2:30 |
A law of adversarial risk, interpolation, and label noise Daniel Paleka · Amartya Sanyal |
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Poster
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DensePure: Understanding Diffusion Models for Adversarial Robustness Chaowei Xiao · Zhongzhu Chen · Kun Jin · Jiongxiao Wang · Weili Nie · Mingyan Liu · anima anandkumar · Bo Li · Dawn Song |
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Poster
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Using Language to Extend to Unseen Domains Lisa Dunlap · Clara Mohri · Devin Guillory · Han Zhang · trevor darrell · Joseph E Gonzalez · Aditi Raghunathan · Anna Rohrbach |
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Oral
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Wed 7:10 |
Inequality phenomenon in l∞-adversarial training, and its unrealized threats Ranjie Duan · YueFeng Chen · Yao Zhu · Xiaojun Jia · Rong Zhang · Hui Xue' |
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Poster
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Mon 2:30 |
Avoiding spurious correlations via logit correction Sheng Liu · Xu Zhang · Nitesh Sekhar · Yue Wu · Prateek Singhal · Carlos Fernandez-Granda |