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4 articles related to "Aleatoric Uncertainty"

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Articles

Original Research

Published on 15 Dec 2022

Quantifying uncertainty of machine learning methods for loss given default

in Mathematical Finance

Matthias Nagl
Maximilian Nagl
Daniel Rösch

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2022.1076083

8,313 views
7 citations

Original Research

Accepted on 24 Apr 2026

Bayesian Outcome-Specific Ensemble Modeling for Football Outcome Prediction

in Mathematics of Computation and Data Science

Sello Dalton Pitso
Taryn Michael
Moeketsi Mosia

Frontiers in Applied Mathematics and Statistics

364 views

Original Research

Published on 15 Sep 2022

Ensemble learning via supervision augmentation for white matter hyperintensity segmentation

in Brain Imaging Methods

Xutao Guo
Chenfei Ye
Yanwu Yang
Li Zhang
Li Liang
Shang Lu
Haiyan Lv
Chunjie Guo
Ting Ma

Frontiers in Neuroscience

doi 10.3389/fnins.2022.946343

3,036 views
5 citations

Original Research

Accepted on 06 May 2026

Flood Risk Modelling for Kisumu County, Kenya: Integrating Multi-Source Geospatial Data and Machine Learning

in Environmental Informatics and Remote Sensing

Herine Auma
Michael Gebreslasie
Anne Osio

Frontiers in Environmental Science

154 views