Logical Message Passing Networks with One-hop Inference on Atomic Formulas.
Zihao WangYangqiu SongGinny Y. WongSimon SeePublished in: CoRR (2023)
Keyphrases
- message passing
- probabilistic inference
- factor graphs
- inference in graphical models
- sum product algorithm
- singly connected
- belief propagation
- sum product
- loopy belief propagation
- max product
- approximate inference
- junction tree
- shared memory
- distributed systems
- exact inference
- markov random field
- graphical models
- distributed shared memory
- probabilistic reasoning
- belief networks
- graph cuts
- three dimensional
- bayesian networks
- preprocessing
- logical formulas
- markov networks
- image segmentation
- influence diagrams
- stereo matching