Backward and Forward Inference in Interacting Independent-Cascade Processes: A Scalable and Convergent Message-Passing Approach.
Nouman KhanKangle MuMehrdad MoharramiVijay G. SubramanianPublished in: CoRR (2023)
Keyphrases
- message passing
- sum product algorithm
- max product
- probabilistic inference
- factor graphs
- inference in graphical models
- bi directional
- belief propagation
- forward and backward
- sum product
- distributed systems
- loopy belief propagation
- approximate inference
- distributed shared memory
- junction tree
- shared memory
- markov random field
- bayesian networks
- exact inference
- stereo matching
- graph cuts
- high quality
- influence diagrams
- em algorithm
- image registration
- probabilistic model
- lower bound