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135 Results
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Workshop
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Fri 15:15 |
Robust Inverse Reinforcement Learning Through Bayesian Theory of Mind Ran Wei · Siliang Zeng · Chenliang Li · Alfredo Garcia · Anthony McDonald · Mingyi Hong |
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Poster
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Wed 14:00 |
COLA: Orchestrating Error Coding and Learning for Robust Neural Network Inference Against Hardware Defects Anlan Yu · Ning Lyu · Jieming Yin · Zhiyuan Yan · Wujie Wen |
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Workshop
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Learning pipeline-invariant representation for robust brain phenotype prediction Xinhui Li · Alex Fedorov · Mrinal Mathur · Anees Abrol · Gregory Kiar · Sergey Plis · Vince Calhoun |
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Poster
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Tue 14:00 |
Robust Collaborative Learning with Linear Gradient Overhead Sadegh Farhadkhani · Rachid Guerraoui · Nirupam Gupta · Lê-Nguyên Hoang · Rafael Pinot · John Stephan |
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Poster
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Thu 16:30 |
Robust Non-Linear Feedback Coding via Power-Constrained Deep Learning Junghoon Kim · Taejoon Kim · David Love · Christopher G. Brinton |
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Workshop
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R-LPIPS: An Adversarially Robust Perceptual Similarity Metric Sara Ghazanfari · Siddharth Garg · Prashanth Krishnamurthy · Farshad Khorrami · Alexandre Araujo |
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Poster
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Thu 16:30 |
Model-Free Robust Average-Reward Reinforcement Learning Yue Wang · Alvaro Velasquez · George Atia · Ashley Prater-Bennette · Shaofeng Zou |
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Poster
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Tue 14:00 |
Conditional Graph Information Bottleneck for Molecular Relational Learning Namkyeong Lee · Dongmin Hyun · Gyoung S. Na · Sungwon Kim · Junseok Lee · Chanyoung Park |
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Workshop
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A First Order Meta Stackelberg Method for Robust Federated Learning Yunian Pan · Tao Li · Henger Li · Tianyi Xu · Quanyan Zhu · Zizhan Zheng |
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Workshop
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Expressivity of Graph Neural Networks Through the Lens of Adversarial Robustness Francesco Campi · Lukas Gosch · Tom Wollschläger · Yan Scholten · Stephan Günnemann |
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Workshop
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Game-Theoretic Robust Reinforcement Learning Handles Temporally-Coupled Perturbations Yongyuan Liang · Yanchao Sun · Ruijie Zheng · Xiangyu Liu · Tuomas Sandholm · Furong Huang · Stephen Mcaleer |
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Workshop
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A Simple and Yet Fairly Effective Defense for Graph Neural Networks Sofiane ENNADIR · Yassine Abbahaddou · Michalis Vazirgiannis · Henrik Boström |