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119 Results
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Workshop
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Continuous Time Evidential Distributions for Irregular Time Series Taylor Killian · Haoran Zhang · Thomas Hartvigsen · Ava Amini |
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Poster
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Wed 14:00 |
Towards Robust and Safe Reinforcement Learning with Benign Off-policy Data Zuxin Liu · Zijian Guo · Zhepeng Cen · Huan Zhang · Yihang Yao · Hanjiang Hu · Ding Zhao |
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Workshop
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A More Robust Baseline for Active Learning by Injecting Randomness to Uncertainty Sampling Po-Yi Lu · Chun-Liang Li · Hsuan-Tien (Tien) Lin |
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Poster
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Thu 16:30 |
Label Distributionally Robust Losses for Multi-class Classification: Consistency, Robustness and Adaptivity Dixian Zhu · Yiming Ying · Tianbao Yang |
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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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Mathematical Theory of Adversarial Deep Learning Xiao-Shan Gao · Lijia Yu · Shuang Liu |
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Workshop
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Synergizing Deep Reinforcement Learning and Biological Pursuit Behavioral Rule for Robust and Interpretable Navigation Kazushi Tsutsui · Kazuya Takeda · Keisuke Fujii |
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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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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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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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Tue 14:00 |
Robust Collaborative Learning with Linear Gradient Overhead Sadegh Farhadkhani · Rachid Guerraoui · Nirupam Gupta · Lê-Nguyên Hoang · Rafael Pinot · John Stephan |