Active Learning with Safety Constraints.
Romain CamilleriAndrew WagenmakerJamie MorgensternLalit JainKevin G. JamiesonPublished in: CoRR (2022)
Keyphrases
- active learning
- semi supervised
- constrained optimization
- geometric constraints
- active learning strategies
- training examples
- selective sampling
- resource constraints
- global constraints
- constraint satisfaction
- learning strategies
- real time
- semi supervised learning
- supervised learning
- case study
- information systems
- data mining