Understanding the Generalization Benefit of Model Invariance from a Data Perspective.
Sicheng ZhuBang AnFurong HuangPublished in: NeurIPS (2021)
Keyphrases
- experimental data
- data sets
- simulation data
- statistical methods
- prior knowledge
- mathematical model
- original data
- test data
- small number
- probability distribution
- predictive model
- prior information
- data structure
- database
- artificial neural networks
- training data
- statistical analysis
- management system
- data analysis
- image data
- network structure
- measured data
- data samples
- probabilistic model
- data quality
- learning models
- learned models
- behavioral data
- historical data
- high quality
- raw data
- objective function
- data processing
- knowledge discovery