Results 121 to 130 of about 7,687 (182)

A decomposition of Fisher's information to inform sample size for developing or updating fair and precise clinical prediction models - part 3: continuous outcomes. [PDF]

Diagn Progn Res
Whittle R, Riley RD, Archer L, Collins GS, Legha A, Snell KI, Ensor J.   +6 more
europepmc   +1 more source

Quantifying Epistemic Uncertainty in Multimodal Long-Tailed Classification: A Belief Entropy-Based Evidential Fusion Framework. [PDF]

Entropy (Basel)
Zhu G.
europepmc   +1 more source

Evidential deep learning for interatomic potentials. [PDF]

Nat Commun
Xu H, Cui T, Tang C, Ma J, Zhou D, Li Y, Gao X, Gong X, Ouyang W, Zhang S, Su M.   +10 more
europepmc   +1 more source

On Predicting with Aleatoric Uncertainty in Deep Learning

, 2022
openaire   +3 more sources

Site-of-Metabolism Prediction with Aleatoric and Epistemic Uncertainty Quantification. [PDF]

J Chem Inf Model
Jacob RA, Wieder O, Chen Y, Mazzolari A, Bergner A, Schleifer KJ, Kirchmair J.   +6 more
europepmc   +1 more source

Probabilistic machine learning for noisy labels in Earth observation. [PDF]

Sci Rep
Kondylatos S, Bountos NI, Prapas I, Zavras A, Camps-Valls G, Papoutsis I.   +5 more
europepmc   +1 more source

Identifying key uncertainties in energy transitions with a Puerto Rico case study. [PDF]

Nat Commun
Khayambashi K, Clarens AF, Shobe WM, Alemazkoor N.   +3 more
europepmc   +1 more source

A probabilistic deep learning approach for choroid plexus segmentation in autism spectrum disorder. [PDF]

NPP Digit Psychiatry Neurosci
Bargagna F, Morin TM, Chen YC, Lila Y, Tseng CJ, Santarelli MF, Vanello N, McDougle CJ, Hooker JM, Zürcher NR.   +9 more
europepmc   +1 more source

Combining Bayesian and Evidential Uncertainty Quantification for Improved Bioactivity Modeling. [PDF]

J Chem Inf Model
Khalil B, Schweighofer K, Dyubankova N, van Westen GJP, van Vlijmen H.   +4 more
europepmc   +1 more source

A systematic evaluation of uncertainty quantification techniques in deep learning: a case study in photoplethysmography signal analysis. [PDF]

Mach Learn Health
Bench C, Pfeffer O, Desai V, Moulaeifard M, Coquelin L, Charlton PH, Strodthoff N, Hegemann N, Aston PJ, Thompson A.   +9 more
europepmc   +1 more source