ROCKET: Robust Confidence Intervals via Kendall's Tau for Transelliptical Graphical Models.
Rina Foygel BarberMladen KolarPublished in: CoRR (2015)
Keyphrases
- graphical models
- confidence intervals
- belief propagation
- random variables
- probabilistic model
- probabilistic inference
- probabilistic graphical models
- approximate inference
- conditional random fields
- bayesian networks
- structure learning
- conditional independence
- markov networks
- sample size
- factor graphs
- possibilistic networks
- monte carlo
- markov chain
- conditional probabilities
- message passing
- feature selection
- map inference
- error rate
- markov random field
- special case
- reinforcement learning
- statistical relational learning
- information retrieval
- data sets