Data Shapley Valuation for Efficient Batch Active Learning.
Amirata GhorbaniJames ZouAndre EstevaPublished in: CoRR (2021)
Keyphrases
- active learning
- data analysis
- data processing
- data collection
- data sets
- statistical analysis
- high quality
- training data
- synthetic data
- missing data
- experimental data
- raw data
- data sources
- database
- original data
- input data
- data mining techniques
- knowledge discovery
- prior knowledge
- data structure
- decision trees
- neural network
- small number
- image data
- learning process
- computer systems
- semi supervised learning
- clustering algorithm
- learning algorithm
- databases