Batch Active Learning at Scale.
Gui CitovskyGiulia DeSalvoClaudio GentileLazaros KarydasAnand RajagopalanAfshin RostamizadehSanjiv KumarPublished in: NeurIPS (2021)
Keyphrases
- active learning
- batch mode
- learning strategies
- batch size
- selective sampling
- real time
- case study
- batch mode active learning
- database
- sample selection
- scale invariant
- random sampling
- unlabeled data
- online learning
- scale space
- learning algorithm
- training examples
- incremental learning
- image structure
- information systems
- social networks
- machine learning
- databases
- data sets