Vertex Centric Asynchronous Belief Propagation Algorithm for Large-Scale Graphs.
Gabriel P. GimenesHugo GualdronJosé F. Rodrigues Jr.Published in: ICDM Workshops (2016)
Keyphrases
- belief propagation
- graphical models
- probabilistic model
- np hard
- undirected graph
- gaussian graphical models
- learning algorithm
- k means
- markov random field
- energy function
- dynamic programming
- reinforcement learning
- disparity map
- free energy
- competitive learning
- loopy belief propagation
- image restoration
- energy minimization
- fixed point
- stereo matching
- parameter estimation
- optimal solution
- objective function
- similarity measure