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10 Results
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Workshop
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Better Calibration Error Estimation for Reliable Uncertainty Quantification Shuman Peng · Parsa Alamzadeh · Martin Ester |
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Poster
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Wed 17:00 |
Monotonicity and Double Descent in Uncertainty Estimation with Gaussian Processes Liam Hodgkinson · Chris van der Heide · Fred Roosta · Michael Mahoney |
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Workshop
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Physics-Constrained Random Forests for Turbulence Model Uncertainty Estimation Marcel Matha |
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Workshop
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Empirically Validating Conformal Prediction on Modern Vision Architectures Under Distribution Shift and Long-tailed Data Kevin Kasa · Graham Taylor |
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Poster
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Thu 13:30 |
Learning Expressive Priors for Generalization and Uncertainty Estimation in Neural Networks Dominik Schnaus · Jongseok Lee · Daniel Cremers · Rudolph Triebel |
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Poster
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Tue 14:00 |
Uncertainty Estimation for Molecules: Desiderata and Methods Tom Wollschläger · Nicholas Gao · Bertrand Charpentier · Mohamed Amine Ketata · Stephan Günnemann |
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Poster
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Tue 17:00 |
Uncertainty Estimation by Fisher Information-based Evidential Deep Learning Danruo Deng · Guangyong Chen · Yang YU · Furui Liu · Pheng Ann Heng |
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Workshop
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On Estimating the Epistemic Uncertainty of Graph Neural Networks using Stochastic Centering Puja Trivedi · Mark Heimann · Rushil Anirudh · Danai Koutra · Jayaraman J. Thiagarajan |
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Workshop
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Calibrating Language Models via Augmented Prompt Ensembles Mingjian Jiang · Yangjun Ruan · Sicong Huang · Saifei Liao · Silviu Pitis · Roger Grosse · Jimmy Ba |
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Workshop
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Risk-Aware Image Generation by Estimating and Propagating Uncertainty Alejandro Perez · Iaroslav Elistratov · Fynn Schmitt-Ulms · Ege Demir · Sadhana Lolla · Elaheh Ahmadi · Daniela Rus · Alexander Amini |