Data Shapley Valuation for Efficient Batch Active Learning.
Amirata GhorbaniJames ZouAndre EstevaPublished in: IEEECONF (2022)
Keyphrases
- data sets
- active learning
- synthetic data
- data processing
- data sources
- high quality
- data analysis
- data collection
- small number
- learning strategies
- missing data
- image data
- data points
- data structure
- database
- input data
- knowledge discovery
- pairwise
- training data
- sensor data
- data distribution
- raw data
- data objects
- data quality