Data Valuation Without Training of a Model.
Nohyun KiHoyong ChoiHye Won ChungPublished in: ICLR (2023)
Keyphrases
- experimental data
- data sets
- input data
- database
- raw data
- measured data
- training data
- test data
- probability distribution
- data processing
- prior knowledge
- simulation data
- database systems
- mathematical model
- computational model
- training samples
- probabilistic model
- databases
- expert knowledge
- network structure
- high quality
- spatial data
- synthetic data
- data collection
- data analysis
- data mining techniques
- management system
- knowledge discovery
- image data
- end users
- neural network
- predictive model
- historical data
- data points
- data quality
- prior information
- original data
- statistical methods
- labeled data
- objective function
- sensor data
- missing data
- data structure
- parameter estimation
- statistical analysis