Multivariate and Online Transfer Learning With Uncertainty Quantification. [PDF]
Hickey J +3 more
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Physics-Informed Emulation of Systemic Circulation for Fast Parameter Estimation and Uncertainty Quantification. [PDF]
Ryan W +4 more
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Combining Bayesian and Evidential Uncertainty Quantification for Improved Bioactivity Modeling. [PDF]
Khalil B +4 more
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A systematic evaluation of uncertainty quantification techniques in deep learning: a case study in photoplethysmography signal analysis. [PDF]
Bench C +9 more
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Uncertainty Quantification in Molecular Machine Learning for Property Predictions under Data Shifts. [PDF]
Parrondo-Pizarro R +2 more
europepmc +1 more source
Uncertainty quantification enables reliable deep learning for protein-ligand binding affinity prediction. [PDF]
Rayka M, Naghavi SS.
europepmc +1 more source
Residual bayesian attention networks for uncertainty quantification in regression tasks. [PDF]
Chen Y, Guan W, Azzam R.
europepmc +1 more source
Robust uncertainty quantification in popular estimators of the instantaneous reproduction number. [PDF]
Steyn N, Parag KV.
europepmc +1 more source
Machine learning model for fast prediction and uncertainty quantification of needle deflection during prostate biopsy. [PDF]
Hoffman N +5 more
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