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