Robust estimation of tree structured Gaussian Graphical Model.
Ashish KatiyarJessica HoffmannConstantine CaramanisPublished in: CoRR (2019)
Keyphrases
- graphical models
- robust estimation
- graph structure
- belief propagation
- probabilistic model
- undirected graphical models
- probabilistic inference
- least squares
- probabilistic graphical models
- random variables
- approximate inference
- markov networks
- robust estimators
- conditional random fields
- bayesian networks
- motion field
- belief networks
- conditional dependencies
- conditional independence
- exact inference
- gaussian graphical models
- message passing
- conditional probabilities
- motion model
- maximum likelihood
- information extraction
- state space