Efficient Probabilistic Inference with Partial Ranking Queries.
Jonathan HuangAshish KapoorCarlos GuestrinPublished in: UAI (2011)
Keyphrases
- probabilistic inference
- probabilistic databases
- graphical models
- message passing
- weighted model counting
- conditional probabilities
- bayesian networks
- query processing
- approximate inference
- query language
- context specific independence
- influence diagrams
- bayesian belief networks
- database queries
- exact inference
- decision trees
- efficient inference
- neural network
- web search
- elimination algorithm
- variable elimination
- similarity measure
- query evaluation
- logic programs
- higher order