Robust Data Valuation via Variance Reduced Data Shapley.
Mengmeng WuRuoxi JiaChangle LinWei HuangXiangyu ChangPublished in: CoRR (2022)
Keyphrases
- data sets
- database
- original data
- image data
- statistical analysis
- data quality
- high quality
- data analysis
- data points
- data mining techniques
- complex data
- big data
- temporal information
- application domains
- high dimensional data
- computer systems
- probability distribution
- data structure
- website
- synthetic data
- prior knowledge
- data distribution
- raw data
- data objects
- information systems
- machine learning
- real time