Adversarially-Robust Inference on Trees via Belief Propagation.
Samuel B. HopkinsAnqi LiPublished in: CoRR (2024)
Keyphrases
- belief propagation
- loopy belief propagation
- graphical models
- message passing
- factor graphs
- exact inference
- approximate inference
- markov random field
- graph cuts
- probabilistic inference
- belief networks
- max product
- stereo matching
- markov networks
- fixed point
- pairwise
- partition function
- energy minimization
- sum product
- energy function
- free energy
- bayesian networks
- nonparametric belief propagation
- gibbs sampling
- probabilistic graphical models
- dynamic bayesian networks
- generalized belief propagation
- markov chain monte carlo
- random fields
- probabilistic model
- junction tree
- bayesian inference
- latent variables
- image matching
- dynamic programming
- computer vision