Towards Efficient Data Valuation Based on the Shapley Value.
Ruoxi JiaDavid DaoBoxin WangFrances Ann HubisNick HynesNezihe Merve GürelBo LiCe ZhangDawn SongCostas J. SpanosPublished in: AISTATS (2019)
Keyphrases
- data sets
- data points
- database
- data analysis
- raw data
- synthetic data
- data collection
- efficient computation
- knowledge discovery
- training data
- data structure
- prior knowledge
- high quality
- data mining
- data retrieval
- data quality
- noisy data
- decision making
- multimedia data
- data distribution
- dimensionality reduction
- sensor networks
- small number
- image data
- multi agent systems
- probability distribution
- end users