CheckSel: Efficient and Accurate Data-valuation Through Online Checkpoint Selection.
Soumi DasManasvi SagarkarSuparna BhattacharyaSourangshu BhattacharyaPublished in: CoRR (2022)
Keyphrases
- high quality
- data analysis
- data sets
- data sources
- synthetic data
- high dimensional data
- data points
- data processing
- data quality
- data objects
- computationally efficient
- statistical analysis
- end users
- online learning
- data collection
- computer systems
- image data
- attribute values
- experimental data
- database systems
- log data
- historical data
- databases
- data mining
- statistical methods
- multimedia data
- spatial data
- sensor data
- training data
- xml documents
- real time
- input data
- data management