Fundamentals of Task-Agnostic Data Valuation.
Mohammad Mohammadi AmiriFrederic BerdozRamesh RaskarPublished in: AAAI (2023)
Keyphrases
- data sets
- data distribution
- data collection
- high quality
- raw data
- synthetic data
- data processing
- input data
- small number
- data model
- noisy data
- end users
- prior knowledge
- test data
- data structure
- information systems
- genetic algorithm
- complex data
- database
- application domains
- historical data
- attribute values
- high dimensional data
- information sources
- data mining techniques
- knowledge discovery
- data sources
- data analysis
- database systems