DAVINZ: Data Valuation using Deep Neural Networks at Initialization.
Zhaoxuan WuYao ShuBryan Kian Hsiang LowPublished in: ICML (2022)
Keyphrases
- data sets
- neural network
- data analysis
- high quality
- data quality
- raw data
- image data
- pattern recognition
- database
- data sources
- data points
- original data
- data processing
- synthetic data
- noisy data
- databases
- data distribution
- spatial data
- experimental data
- missing data
- data acquisition
- sensor data
- statistical analysis
- data mining techniques
- data mining
- knowledge discovery
- data structure