Towards Efficient Data Valuation Based on the Shapley Value.
Ruoxi JiaDavid DaoBoxin WangFrances Ann HubisNick HynesNezihe Merve GürelBo LiCe ZhangDawn SongCostas J. SpanosPublished in: CoRR (2019)
Keyphrases
- data analysis
- data sets
- data collection
- data processing
- image data
- small number
- original data
- statistical analysis
- database
- data sources
- high quality
- machine learning
- neural network
- synthetic data
- experimental data
- raw data
- databases
- probability distribution
- spatial data
- data quality
- training data
- learning algorithm
- attribute values
- game theory
- data objects