Relational Constraints for Metric Learning on Relational Data.
Jiajun PanHoel Le CapitainePhilippe LerayPublished in: CoRR (2018)
Keyphrases
- relational data
- metric learning
- relational databases
- relational learning
- distance metric
- pairwise constraints
- pairwise
- statistical relational learning
- relational classification
- semi supervised
- collective classification
- learning tasks
- structured data
- xml documents
- distance function
- data objects
- multi task
- dimensionality reduction
- feature space
- xml data
- relational structures
- database systems
- data sets
- semi supervised learning
- supervised learning
- information retrieval