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Workshop
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Fri 11:09
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An Active Learning Reliability Method for Systems with Partially Defined Performance Functions
Jonathan Sadeghi
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Workshop
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An Active Learning Reliability Method for Systems with Partially Defined Performance Functions
Jonathan Sadeghi · Romain Mueller · John Redford
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Workshop
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ConserWeightive Behavioral Cloning for Reliable Offline Reinforcement Learning
Tung Nguyen · Qinqing Zheng · Aditya Grover
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Workshop
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Measuring Reliability of Large Language Models through Semantic Consistency
Harsh Raj · Domenic Rosati · Subhabrata Majumdar
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Poster
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Tue 9:00
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Is Out-of-Distribution Detection Learnable?
Zhen Fang · Yixuan Li · Jie Lu · Jiahua Dong · Bo Han · Feng Liu
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Poster
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Thu 9:00
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Using Mixup as a Regularizer Can Surprisingly Improve Accuracy & Out-of-Distribution Robustness
Francesco Pinto · Harry Yang · Ser Nam Lim · Philip Torr · Puneet Dokania
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Poster
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Tue 14:00
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Consistent Sufficient Explanations and Minimal Local Rules for explaining the decision of any classifier or regressor
Salim I. Amoukou · Nicolas Brunel
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Poster
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Wed 9:00
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Make Some Noise: Reliable and Efficient Single-Step Adversarial Training
Pau de Jorge Aranda · Adel Bibi · Riccardo Volpi · Amartya Sanyal · Philip Torr · Gregory Rogez · Puneet Dokania
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