Nonparametric maximum likelihood approximate message passing.
Long FengRuijun MaLee H. DickerPublished in: CISS (2017)
Keyphrases
- message passing
- maximum likelihood
- inference in graphical models
- belief propagation
- distributed systems
- junction tree
- markov random field
- shared memory
- parameter estimation
- probabilistic inference
- factor graphs
- em algorithm
- expectation maximization
- approximate inference
- distributed shared memory
- graphical models
- generalized belief propagation
- sum product algorithm
- gaussian distribution
- dual decomposition
- maximum a posteriori
- generative model
- sum product
- model selection
- three dimensional