Accelerated Message Passing for Entropy-Regularized MAP Inference.
Jonathan N. LeeAldo PacchianoPeter L. BartlettMichael I. JordanPublished in: ICML (2020)
Keyphrases
- map inference
- message passing
- belief propagation
- graphical models
- markov random field
- lp relaxation
- dual decomposition
- approximate inference
- probabilistic inference
- maximum a posteriori
- image labeling
- probabilistic model
- markov networks
- conditional random fields
- higher order
- energy minimization
- distributed systems
- belief networks
- energy function
- bayesian networks
- graph cuts
- semantic segmentation
- active contours
- cutting plane