Batch Active Learning at Scale.
Gui CitovskyGiulia DeSalvoClaudio GentileLazaros KarydasAnand RajagopalanAfshin RostamizadehSanjiv KumarPublished in: CoRR (2021)
Keyphrases
- active learning
- batch mode
- batch mode active learning
- semi supervised
- experimental design
- scale space
- learning algorithm
- training set
- random sampling
- learning strategies
- training examples
- labeled data
- active learning strategies
- semi supervised learning
- real time
- case study
- machine learning
- neural network
- transfer learning
- pairwise
- artificial intelligence
- batch size