Neural Active Manifolds: Nonlinear Dimensionality Reduction for Uncertainty Quantification. [PDF]
J Sci ComputZanoni A +4 more
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Online Auction Design Using Distribution-Free Uncertainty Quantification with Applications to E-Commerce. [PDF]
J Am Stat AssocHan J, Dai X.
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Multimodal out-of-distribution individual uncertainty quantification enhances binding affinity prediction for polypharmacology. [PDF]
Nat Mach IntellBadkul A, Xie L, Zhang S, Xie L.
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Mamba time series forecasting with uncertainty quantification. [PDF]
Mach Learn Sci TechnolPessoa P +4 more
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STAC-Net: A hierarchical framework for modeling and predicting urban traffic flow with uncertainty quantification. [PDF]
PLoS OneYan Z, Cai B.
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Simple Yet Effective: An Information-Theoretic Approach to Multi-LLM Uncertainty Quantification. [PDF]
Proc Conf Empir Methods Nat Lang ProcessKruse M +5 more
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Uncertainty quantification techniques
Development of a an original geostatistical scaling approach embedded in a stochastic modeling framework to quantify uncertainty associated with flow and transport predictions at multiple scales of observations b a Bayesian methodology to quantify uncertainty associated with the use of different competing flow and transport models The results from ...
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Site-of-Metabolism Prediction with Aleatoric and Epistemic Uncertainty Quantification. [PDF]
J Chem Inf ModelJacob RA +6 more
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Framework for uncertainty quantification of wave-structure interaction in a flume. [PDF]
Comput Part MechLuo X +5 more
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Beyond Accuracy: Enhancing Parkinson's Diagnosis with Uncertainty Quantification of Machine Learning Models. [PDF]
Artif Intell Healthc (2025)Azad A, Islam MS, Hoque E, Rahman MS.
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