CHG Shapley: Efficient Data Valuation and Selection towards Trustworthy Machine Learning.
Huaiguang CaiPublished in: CoRR (2024)
Keyphrases
- machine learning
- data sets
- data analysis
- data collection
- raw data
- complex data
- statistical methods
- data distribution
- synthetic data
- computer systems
- knowledge acquisition
- data processing
- data points
- data sources
- high quality
- machine learning algorithms
- database
- data mining
- artificial intelligence
- training data
- statistical analysis
- knowledge discovery
- reinforcement learning
- data structure
- probability distribution
- text classification
- spatial data
- computer vision
- data management
- small number
- original data
- data objects
- big data