Rethinking Data Shapley for Data Selection Tasks: Misleads and Merits.
Jiachen T. WangTianji YangJames ZouYongchan KwonRuoxi JiaPublished in: CoRR (2024)
Keyphrases
- database
- data sets
- data collection
- data processing
- image data
- data structure
- data analysis
- original data
- raw data
- high quality
- experimental data
- synthetic data
- data quality
- high dimensional data
- statistical analysis
- neural network
- training data
- computer systems
- application domains
- test data
- data acquisition
- temporal information
- data points
- data sources
- multi agent