Message Passing Inference with Chemical Reaction Networks.
Nils NappRyan Prescott AdamsPublished in: NIPS (2013)
Keyphrases
- message passing
- chemical reaction
- probabilistic inference
- inference in graphical models
- factor graphs
- sum product algorithm
- singly connected
- belief propagation
- sum product
- distributed systems
- loopy belief propagation
- belief networks
- max product
- shared memory
- approximate inference
- junction tree
- chemical reactions
- graphical models
- exact inference
- markov random field
- bayesian networks
- probabilistic reasoning
- distributed shared memory
- influence diagrams
- network topologies
- stereo matching
- probabilistic model
- generalized belief propagation
- maximum likelihood
- energy minimization
- image segmentation