Modeling the Data-Generating Process is Necessary for Out-of-Distribution Generalization.
Jivat Neet KaurEmre KicimanAmit SharmaPublished in: CoRR (2022)
Keyphrases
- data distribution
- database
- data quality
- high quality
- data sources
- data sets
- data structure
- synthetic data
- data collection
- data mining techniques
- uniformly distributed
- experimental data
- sensor data
- probability distribution
- feature selection
- data analysis
- information retrieval
- historical data
- gaussian distribution
- complex data
- search engine
- raw data
- test data
- dimensionality reduction
- end users
- process model
- background knowledge
- statistical analysis
- small number
- input data
- data warehouse