Counterfactual Data Augmentation with Contrastive Learning.
Ahmed AlouiJuncheng DongCat P. LeVahid TarokhPublished in: CoRR (2023)
Keyphrases
- data sets
- data processing
- data collection
- prior knowledge
- data structure
- raw data
- data sources
- synthetic data
- statistical analysis
- learning systems
- knowledge acquisition
- attribute values
- data distribution
- small number
- learning problems
- data quality
- high quality
- training data
- learning tasks
- original data
- noisy data
- complex data
- missing data
- bayesian methods
- high dimensional data
- input data
- data mining techniques
- image data
- data points
- active learning
- xml documents
- learning process
- data analysis
- data streams
- learning algorithm