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Workshop
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Mathematical Theory of Adversarial Deep Learning
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Workshop
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R-LPIPS: An Adversarially Robust Perceptual Similarity Metric
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Poster
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Wed 14:00
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Interpolation for Robust Learning: Data Augmentation on Wasserstein Geodesics
Jiacheng Zhu · Jielin Qiu · Aritra Guha · Zhuolin Yang · XuanLong Nguyen · Bo Li · Ding Zhao
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Poster
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Tue 17:00
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Robust Situational Reinforcement Learning in Face of Context Disturbances
Jinpeng Zhang · Yufeng Zheng · Chuheng Zhang · Li Zhao · Lei Song · Yuan Zhou · Jiang Bian
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Poster
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Tue 14:00
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Learning for Edge-Weighted Online Bipartite Matching with Robustness Guarantees
Pengfei Li · Jianyi Yang · Shaolei Ren
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Workshop
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Robust Deep Learning via Layerwise Tilted Exponentials
Bhagyashree Puranik · Ahmad Beirami · Yao Qin · Upamanyu Madhow
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Workshop
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Navigating Graph Robust Learning against All-Intensity Attacks
Xiangchi Yuan · Chunhui Zhang · Yijun Tian · Chuxu Zhang
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Workshop
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Benchmarking Adversarial Robustness of Compressed Deep Learning Models
Brijesh Vora · Kartik Patwari · Syed Mahbub Hafiz · Zubair Shafiq · Chen-Nee Chuah
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Workshop
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Proximal Compositional Optimization for Distributionally Robust Learning
Prashant Khanduri · Chengyin Li · RAFI IBN SULTAN · Yao Qiang · Joerg Kliewer · Dongxiao Zhu
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Poster
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Wed 17:00
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Multiply Robust Off-policy Evaluation and Learning under Truncation by Death
Jianing Chu · Shu Yang · Wenbin Lu
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Poster
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Tue 14:00
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Learning Unforeseen Robustness from Out-of-distribution Data Using Equivariant Domain Translator
Sicheng Zhu · Bang An · Furong Huang · Sanghyun Hong
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Workshop
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Localizing Partial Model for Personalized Federated Learning
Heewon Park · Miru Kim · Minhae Kwon
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