Model Patching: Closing the Subgroup Performance Gap with Data Augmentation.
Karan GoelAlbert GuYixuan LiChristopher RéPublished in: CoRR (2020)
Keyphrases
- experimental data
- data sets
- simulation data
- prior knowledge
- input data
- data analysis
- high quality
- data collection
- synthetic data
- probability distribution
- data structure
- empirical data
- test data
- computational model
- statistical analysis
- data processing
- image data
- database
- data samples
- formal model
- network structure
- statistical model
- sensor data
- mathematical model
- missing data
- training data
- data distribution
- training set
- data model
- original data
- expert knowledge
- data sources
- historical data
- bayesian networks
- probabilistic model
- measured data
- management system