Analysis of Random Sequential Message Passing Algorithms for Approximate Inference.
Burak ÇakmakYue M. LuManfred OpperPublished in: CoRR (2022)
Keyphrases
- message passing
- approximate inference
- belief propagation
- loopy belief propagation
- graphical models
- probabilistic inference
- factor graphs
- sum product algorithm
- variational methods
- distributed systems
- generalized belief propagation
- markov chain monte carlo
- gaussian process
- exact inference
- parameter estimation
- markov random field
- bayesian networks
- latent variables
- stereo matching
- graph cuts
- probabilistic graphical models
- support vector
- preprocessing
- high quality
- d objects
- clustering algorithm
- image processing
- partition function
- higher order
- computer vision