Fast distributed MAP inference for large-scale graphical models.

Cláudia Soares João Gomes

Published in: EUROCON (2019)

Keyphrases

map inference
graphical models
belief propagation
random variables
probabilistic model

probabilistic inference
approximate inference
probabilistic graphical models
markov networks
image labeling

markov random field
bayesian networks
conditional random fields
structure learning
belief networks

distributed systems
graph structure
search algorithm
message passing
maximum likelihood