An Approach to Complex Bayesian-optimal Approximate Message Passing.
Gabor HannakMartin MayerGerald MatzNorbert GoertzPublished in: CoRR (2015)
Keyphrases
- message passing
- inference in graphical models
- belief propagation
- factor graphs
- probabilistic inference
- markov random field
- distributed systems
- sum product
- shared memory
- bayesian networks
- distributed shared memory
- sum product algorithm
- junction tree
- dynamic programming
- graphical models
- optimal solution
- approximate inference
- bayesian inference
- high resolution
- graph cuts
- hyperparameters
- markov chain monte carlo
- matrix multiplication
- generalized belief propagation
- maximum likelihood
- multi view
- objective function