Targeting Optimal Active Learning via Example Quality.
Lewis P. G. EvansNiall M. AdamsChristoforos AnagnostopoulosPublished in: CoRR (2014)
Keyphrases
- active learning
- high quality
- dynamic programming
- worst case
- higher quality
- quality assessment
- machine learning
- real time
- optimal design
- semi supervised
- labeled data
- learning strategies
- data quality
- crowd sourced
- rare class
- low quality
- optimal control
- supervised learning
- multi class
- state space
- pairwise
- training data
- case study