Optimality of Approximate Inference Algorithms on Stable Instances.

Hunter Lang David A. Sontag Aravindan Vijayaraghavan

Published in: AISTATS (2018)

Keyphrases

approximate inference
graphical models
learning algorithm
loopy belief propagation
message passing
markov random field
belief propagation
pairwise
probabilistic model
probability distribution
worst case
higher order
probabilistic inference
linear gaussian