A Variational Information Bottleneck Approach to Multi-Omics Data Integration.
Changhee LeeMihaela van der SchaarPublished in: AISTATS (2021)
Keyphrases
- data integration
- information bottleneck
- information theoretic
- data sources
- data model
- data exchange
- information bottleneck method
- data management
- databases
- query answering
- multi feature
- data warehouse
- data cleaning
- biological databases
- statistical relational learning
- schema mappings
- multi class
- image segmentation
- data mining
- business intelligence
- data integration systems
- query decomposition
- machine learning
- heterogeneous data sources
- bayesian networks
- integrity constraints
- knowledge base
- image classification
- graphical models
- database systems