Explaining The Efficacy of Counterfactually-Augmented Data.
Divyansh KaushikAmrith SetlurEduard H. HovyZachary C. LiptonPublished in: CoRR (2020)
Keyphrases
- data sets
- small number
- data structure
- data collection
- data processing
- data quality
- data objects
- high quality
- data distribution
- synthetic data
- complex data
- original data
- background knowledge
- information sources
- database
- data mining techniques
- input data
- data sources
- wireless sensor networks
- neural network
- high dimensional
- data analysis
- web services
- image data
- data acquisition
- historical data
- big data
- real world
- decision trees
- raw data
- temporal information
- multimedia data
- bayesian networks
- data mining algorithms
- domain experts
- artificial neural networks
- knowledge discovery