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17 Results
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Workshop
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Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles Sophie Steger · Christian Knoll · Bernhard Klein · Holger Fröning · Franz Pernkopf |
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Poster
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Tue 4:30 |
A Rate-Distortion View of Uncertainty Quantification Ifigeneia Apostolopoulou · Benjamin Eysenbach · Frank Nielsen · Artur Dubrawski |
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Poster
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Wed 4:30 |
Using Uncertainty Quantification to Characterize and Improve Out-of-Domain Learning for PDEs Chandra Mouli Sekar · Danielle Robinson · Shima Alizadeh · Gaurav Gupta · Andrew Stuart · Michael Mahoney · Yuyang Wang |
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Workshop
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Towards Reliable Uncertainty Estimates for Drug Discovery: A Large-scale Temporal Study of Probability Calibration Hannah Friesacher · Emma Svensson · Adam Arany · Lewis Mervin · Ola Engkvist |
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Workshop
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Fine-Tuning with Uncertainty-Aware Priors Makes Vision and Language Foundation Models More Reliable Tim G. J. Rudner · Xiang Pan · Yucen Li · Ravid Shwartz-Ziv · Andrew Wilson |