Task-Agnostic Undesirable Feature Deactivation Using Out-of-Distribution Data.
Dongmin ParkHwanjun SongMinseok KimJae-Gil LeePublished in: NeurIPS (2021)
Keyphrases
- data sets
- data analysis
- data distribution
- data sources
- original data
- statistical analysis
- data collection
- probability distribution
- training data
- knowledge discovery
- data processing
- relational databases
- database
- complex data
- synthetic data
- missing data
- data quality
- raw data
- feature values
- noisy data
- machine learning
- data acquisition
- learning algorithm
- experimental data
- application domains
- training samples
- feature selection