Aleatoric and epistemic uncertainty in machine learning: an introduction to concepts and methods (Q2051254)
From MaRDI portal
 | This is the item page for this Wikibase entity, intended for internal use and editing purposes. Please use this page instead for the normal view: Aleatoric and epistemic uncertainty in machine learning: an introduction to concepts and methods |
scientific article; zbMATH DE number 7432810
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | Aleatoric and epistemic uncertainty in machine learning: an introduction to concepts and methods |
scientific article; zbMATH DE number 7432810 |
Statements
Aleatoric and epistemic uncertainty in machine learning: an introduction to concepts and methods (English)
0 references
24 November 2021
0 references
uncertainty
0 references
probability
0 references
epistemic uncertainty
0 references
version space learning
0 references
Bayesian inference
0 references
calibration
0 references
ensembles
0 references
Gaussian processes
0 references
deep neural networks
0 references
likelihood-based methods
0 references
credal sets and classifiers
0 references
conformal prediction
0 references
set-valued prediction
0 references
generative models
0 references
0 references
0 references
0 references
0 references
0 references
