SQL for SRL: Structure Learning Inside a Database System.

Oliver Schulte Zhensong Qian

Published in: CoRR (2015)

Keyphrases

structure learning
database systems
relational database systems
database design
database server
bayesian networks
graphical models
data types

database applications
databases
database
relational databases
database management systems
conditional independence
parameter learning

data model
bayesian network structure learning
transfer learning
parameter estimation
bayesian network classifiers
markov logic networks
network structure

markov networks
probabilistic model
sample size
belief propagation
image segmentation
model selection
structure learning algorithm