HOP-MAP: Efficient Message Passing with High Order Potentials.
Daniel TarlowInmar E. GivoniRichard S. ZemelPublished in: AISTATS (2010)
Keyphrases
- high order
- message passing
- markov random field
- belief propagation
- higher order
- pairwise
- low order
- maximum a posteriori
- distributed systems
- factor graphs
- approximate inference
- inference in graphical models
- shared memory
- probabilistic inference
- bayesian logistic regression
- graphical models
- lower order
- clique potentials
- sum product algorithm
- graph cuts
- dynamic programming
- object recognition
- tensor analysis
- three dimensional