Simulation of Annotators for Active Learning: Uncertain Oracles.
Adrian CalmaBernhard SickPublished in: IAL@PKDD/ECML (2017)
Keyphrases
- active learning
- supervised learning
- semi supervised
- labeled data
- random sampling
- simulation model
- ground truth labels
- learning strategies
- machine learning
- decision making
- training examples
- numerical simulations
- experimental design
- simulation models
- real time
- ground truth
- learning process
- relevance feedback
- decision trees
- test cases
- genetic algorithm
- simulation study
- neural network
- sample complexity