Fundamentals of Task-Agnostic Data Valuation.
Mohammad Mohammadi AmiriFrederic BerdozRamesh RaskarPublished in: CoRR (2022)
Keyphrases
- data sets
- data processing
- data structure
- image data
- database
- data sources
- synthetic data
- training data
- data collection
- computer systems
- prior knowledge
- end users
- data analysis
- data distribution
- statistical analysis
- spatial data
- data quality
- raw data
- historical data
- high dimensional data
- information sources
- small number
- data points
- probability distribution
- neural network