Aleatoric and epistemic uncertainty in machine learning: an introduction to concepts and methods.
Eyke HüllermeierWillem WaegemanPublished in: Mach. Learn. (2021)
Keyphrases
- machine learning
- machine learning methods
- data sets
- data mining
- benchmark datasets
- machine learning algorithms
- artificial intelligence
- machine learning approaches
- semi supervised learning
- significant improvement
- machine learning models
- statistical methods
- supervised learning
- computational cost
- active learning
- reinforcement learning
- face recognition
- knowledge base
- neural network