Scalability vs. Utility: Do We Have To Sacrifice One for the Other in Data Importance Quantification?
Ruoxi JiaFan WuXuehui SunJiacen XuDavid DaoBhavya KailkhuraCe ZhangBo LiDawn SongPublished in: CVPR (2021)
Keyphrases
- data processing
- database
- synthetic data
- data points
- data sources
- data sets
- data analysis
- noisy data
- data objects
- databases
- high quality
- input data
- data acquisition
- data collection
- information loss
- video sequences
- complex data
- statistical methods
- test data
- application domains
- sensor data
- high dimensional data
- statistical analysis
- computer systems
- neural network
- small number
- image data
- data mining
- end users
- training data