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Poster
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Probabilistically Robust Recourse: Navigating the Trade-offs between Costs and Robustness in Algorithmic Recourse
Martin Pawelczyk · Teresa Datta · Johan Van den Heuvel · Gjergji Kasneci · Hima Lakkaraju
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Poster
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Adaptive Robust Evidential Optimization For Open Set Detection from Imbalanced Data
Hitesh Sapkota · Qi Yu
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Poster
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Wed 7:30
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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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On Explaining Neural Network Robustness with Activation Path
Ziping Jiang
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Poster
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Empowering Graph Representation Learning with Test-Time Graph Transformation
Wei Jin · Tong Zhao · Jiayuan Ding · Yozen Liu · Jiliang Tang · Neil Shah
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Poster
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Tue 7:30
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Re-weighting Based Group Fairness Regularization via Classwise Robust Optimization
Sangwon Jung · Taeeon Park · Sanghyuk Chun · Taesup Moon
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Poster
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Mon 2:30
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Avoiding spurious correlations via logit correction
Sheng Liu · Xu Zhang · Nitesh Sekhar · Yue Wu · Prateek Singhal · Carlos Fernandez-Granda
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Poster
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Tue 7:30
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Data augmentation alone can improve adversarial training
Lin Li · Michael Spratling
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Poster
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Mon 2:30
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Provable Defense Against Geometric Transformations
Rem Yang · Jacob Laurel · Sasa Misailovic · Gagandeep Singh
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Poster
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Brain-like representational straightening of natural movies in robust feedforward neural networks
Tahereh Toosi · Elias Issa
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Poster
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TextGrad: Advancing Robustness Evaluation in NLP by Gradient-Driven Optimization
Bairu Hou · Jinghan Jia · Yihua Zhang · Guanhua Zhang · Yang Zhang · Sijia Liu · Shiyu Chang
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Poster
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Wed 7:30
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On the Robustness to Misspecification of α-posteriors and Their Variational Approximations
Marco Avella Medina · José Luis Montiel Olea · Cynthia Rush · Amilcar Velez
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