Generalized Collective Inference with Symmetric Clique Potentials
Rahul GuptaSunita SarawagiAjit A. DiwanPublished in: CoRR (2009)
Keyphrases
- clique potentials
- collective inference
- message passing
- markov random field
- relaxation labeling
- graph cuts
- potts model
- collective classification
- belief propagation
- max flow
- relational learning
- energy function
- energy minimization
- higher order
- class labels
- graphical models
- spam filtering
- multi label
- statistical relational learning
- relational data
- image segmentation
- constraint satisfaction
- cellular automata
- networked data
- training data
- distributed systems
- point matching
- markov networks
- maximum a posteriori
- conditional random fields
- reaction diffusion
- logic programs
- text mining
- supervised learning