A Structured View on Sources of Uncertainty in Supervised Learning.
Andreas BuschermöhleJens HülsmannWerner BrockmannPublished in: SUM (2012)
Keyphrases
- supervised learning
- reinforcement learning
- structured data
- training data
- uncertain data
- unsupervised learning
- learning algorithm
- supervised classification
- inherent uncertainty
- machine learning
- supervised machine learning
- decision theory
- learning problems
- semi supervised
- data sources
- active learning
- artificial intelligence
- multiple views
- robust optimization
- statistical learning
- training set
- multiple sources
- information systems
- expected utility
- belief functions
- relational databases
- decision makers
- learning tasks
- semi supervised learning
- information sources