Understanding the Generalization Benefit of Model Invariance from a Data Perspective.
Sicheng ZhuBang AnFurong HuangPublished in: CoRR (2021)
Keyphrases
- experimental data
- probability distribution
- data sets
- input data
- data sources
- data processing
- empirical data
- raw data
- expert knowledge
- prior knowledge
- probabilistic model
- data mining techniques
- test data
- mathematical model
- computational model
- database
- data collection
- data structure
- data analysis
- statistical model
- high quality
- network structure
- training data
- accurate models
- end users
- data samples
- data mining
- historical data
- decision trees
- neural network model
- original data
- data distribution
- objective function
- sensor data
- parameter estimation
- high dimensional