Model Patching: Closing the Subgroup Performance Gap with Data Augmentation.
Karan GoelAlbert GuYixuan LiChristopher RéPublished in: ICLR (2021)
Keyphrases
- input data
- experimental data
- probability distribution
- subject specific
- simulation data
- measured data
- learning models
- image data
- prior knowledge
- data sets
- training data
- data analysis
- data distribution
- original data
- high quality
- data processing
- computational model
- data quality
- database
- databases
- empirical data
- data mining
- formal model
- expert knowledge
- test data
- metadata
- synthetic data
- database systems
- probabilistic model
- data sources
- objective function