Efficiently adapting graphical models for selectivity estimation.
Kostas TzoumasAmol DeshpandeChristian S. JensenPublished in: VLDB J. (2013)
Keyphrases
- graphical models
- selectivity estimation
- probabilistic model
- query optimization
- belief propagation
- approximate inference
- probabilistic graphical models
- markov networks
- probabilistic inference
- map inference
- bayesian networks
- conditional random fields
- graph structure
- factor graphs
- xml queries
- parameter estimation
- statistical relational learning
- density estimation
- query processing