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Workshop
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Quantifying Uncertainty in Foundation Models via Ensembles
Meiqi Sun · Wilson Yan · Pieter Abbeel · Igor Mordatch
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Workshop
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Li-ion Battery Material phase prediction through Hierarchical Curriculum Learning
Anika Tabassum · Nikhil Muralidhar · Ramakrishnan Kannan · Srikanth Allu
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Affinity Workshop
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Explaining Predictive Uncertainty by Looking Back at Model Explanations
Hanjie Chen · Wanyu Du · Yangfeng Ji
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Workshop
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Fri 10:15
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Learning on Graphs for Mineral Asset Valuation Under Supply and Demand Uncertainty
Yassine Yaakoubi · Hager Radi · Roussos Dimitrakopoulos
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Workshop
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Sat 11:00
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Contingency Planning with Learned Models of Behavioral and Perceptual Uncertainty
Nicholas Rhinehart
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Workshop
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Sat 11:00
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Kathrin Grosse: On the Limitations of Bayesian Uncertainty in Adversarial Settings.
Kathrin Grosse
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Workshop
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Fri 11:18
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Uncertainty Disentanglement with Non-stationary Heteroscedastic Gaussian Processes for Active Learning
Zeel B Patel
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Workshop
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Ensemble based uncertainty estimation with overlapping alternative predictions
Dirk Eilers · Felippe Schmoeller Roza · Karsten Roscher
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Workshop
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Sat 11:25
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Kathrin Grosse: On the Limitations on Bayesian Uncertainty in Adversarial Settings.
Kathrin Grosse
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Workshop
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Generative Posterior Networks for Approximately Bayesian Epistemic Uncertainty Estimation
Melrose Roderick · Felix Berkenkamp · Fatemeh Sheikholeslami · J. Zico Kolter
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Workshop
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But Are You Sure? Quantifying Uncertainty in Model Explanations
Charles Marx · Youngsuk Park · Hilaf Hasson · Yuyang (Bernie) Wang · Stefano Ermon · Chaitanya Baru
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Poster
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Thu 14:00
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Ambiguous Images With Human Judgments for Robust Visual Event Classification
Kate Sanders · Reno Kriz · Anqi Liu · Benjamin Van Durme
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