ASPEST: Bridging the Gap Between Active Learning and Selective Prediction.
Jiefeng ChenJinsung YoonSayna EbrahimiSercan Ö. ArikSomesh JhaTomas PfisterPublished in: Trans. Mach. Learn. Res. (2024)
Keyphrases
- active learning
- prediction accuracy
- prediction model
- random sampling
- active learning strategies
- learning strategies
- prediction algorithm
- machine learning
- prediction error
- supervised learning
- real time
- pool based active learning
- batch mode active learning
- data mining
- neural network
- training examples
- labeled data
- image sequences
- decision trees
- search engine
- experimental design
- crowd sourced
- data sets
- database