Distributionally Robust Graphical Models.

Rizal Fathony Ashkan Rezaei Mohammad Ali Bashiri Xinhua Zhang Brian D. Ziebart

Published in: CoRR (2018)

Keyphrases

graphical models
belief propagation
probabilistic model
random variables
approximate inference
probabilistic inference

bayesian networks
probabilistic graphical models
structure learning
map inference
conditional random fields
belief networks

exact inference
markov networks
statistical inference
conditional independence
robust optimization
directed acyclic

gaussian graphical models
graph structure
exponential family
factor graphs
particle filter