Scalable Belief Propagation via Relaxed Scheduling.

Vitaly Aksenov Dan Alistarh Janne H. Korhonen

Published in: NeurIPS (2020)

Keyphrases

belief propagation
graphical models
message passing
graph cuts
markov random field
stereo matching
approximate inference

scheduling problem
loopy belief propagation
fixed point
markov networks
factor graphs
energy minimization
energy function

pairwise
optimal solution
conditional random fields
free energy
sum product
statistical physics

image segmentation
exact inference
stereo vision
sufficient conditions
probabilistic model
bayesian networks