EDDA: Explanation-driven Data Augmentation to Improve Model and Explanation Alignment.
Ruiwen LiZhibo ZhangJiani LiScott SannerJongseong JangYeonjeong JeongDongsub ShimPublished in: CoRR (2021)
Keyphrases
- probability distribution
- experimental data
- data samples
- data sets
- high level
- prior knowledge
- high quality
- mathematical model
- test data
- raw data
- training data
- simulation data
- statistical methods
- databases
- data quality
- empirical data
- input data
- data processing
- neural network
- measured data
- learning models
- expert knowledge
- objective function
- data analysis
- management system
- statistical model
- end users
- data distribution
- probabilistic model
- network structure
- spatial data
- data points
- similarity measure
- missing data
- computer systems
- historical data
- knowledge base
- feature selection
- data collection