Large deviations in stochastic dynamics over graphs through Matrix Product Belief Propagation.
Stefano CrottiAlfredo BraunsteinPublished in: CoRR (2023)
Keyphrases
- belief propagation
- large deviations
- graphical models
- message passing
- state dependent
- markov processes
- markov random field
- graph cuts
- importance sampling
- approximate inference
- stereo matching
- monte carlo
- heavy tailed
- pairwise
- energy function
- queue length
- random variables
- random fields
- probabilistic inference
- max product
- distributed systems
- probabilistic model
- markov chain
- state space
- dynamic programming
- maximum a posteriori
- conditional random fields
- level set
- higher order
- image segmentation