Contrastive Mixture of Posteriors for Counterfactual Inference, Data Integration and Fairness.
Adam FosterÁrpi VezérCraig A. GlastonburyPáidi CreedSamer AbujudehAaron SimPublished in: ICML (2022)
Keyphrases
- data integration
- bayesian inference
- data sources
- data exchange
- data model
- databases
- data management
- data sharing
- biological databases
- query answering
- data transformation
- database integration
- heterogeneous data
- data warehouse
- schema mappings
- data cleaning
- biological data
- business intelligence
- schema matching
- data extraction
- data warehousing
- query decomposition
- global schema
- heterogeneous data sources
- data from multiple sources
- water resources management
- database systems
- expectation maximization
- data analysis
- query language
- markov networks
- information integration
- data sets
- entity resolution
- information systems
- scientific data management
- query processing