Focused Belief Propagation for Query-Specific Inference.
Anton ChechetkaCarlos GuestrinPublished in: AISTATS (2010)
Keyphrases
- belief propagation
- query specific
- loopy belief propagation
- graphical models
- exact inference
- max product
- factor graphs
- message passing
- approximate inference
- markov random field
- probabilistic inference
- graph cuts
- sum product
- stereo matching
- language model
- query expansion
- pairwise
- markov networks
- probabilistic model
- pseudo relevance feedback
- bayesian networks
- retrieved documents
- free energy
- higher order cliques
- generalized belief propagation
- nonparametric belief propagation
- image database
- relevant documents
- document collections
- information retrieval systems
- image features
- image segmentation
- search engine
- machine learning