LAVA: Data Valuation without Pre-Specified Learning Algorithms.
Hoang Anh JustFeiyang KangTianhao WangYi ZengMyeongseob KoMing JinRuoxi JiaPublished in: ICLR (2023)
Keyphrases
- data analysis
- training data
- learning algorithm
- data sets
- data processing
- database
- complex data
- raw data
- image data
- prior knowledge
- data quality
- experimental data
- machine learning
- input data
- data collection
- training samples
- sensor data
- data structure
- test data
- spatial data
- noisy data
- data acquisition
- transfer learning
- data distribution
- data points
- synthetic data
- high dimensional data
- data sources