A Distributional Framework For Data Valuation.
Amirata GhorbaniMichael P. KimJames ZouPublished in: ICML (2020)
Keyphrases
- data sets
- data quality
- data collection
- training data
- application domains
- missing data
- synthetic data
- main contribution
- database
- knowledge discovery
- data processing
- noisy data
- original data
- small number
- data sources
- neural network
- data analysis
- high quality
- theoretical framework
- heterogeneous sources
- databases
- data objects
- data mining
- multimedia data
- information retrieval
- sensor data
- data points
- search engine
- high dimensional data
- computer systems
- prior knowledge
- co occurrence