Graphical models via joint quantile regression with component selection.
Hyonho ChunMyung Hee LeeJames C. FleetJi Hwan OhPublished in: J. Multivar. Anal. (2016)
Keyphrases
- graphical models
- quantile regression
- belief propagation
- random variables
- approximate inference
- probabilistic inference
- probabilistic graphical models
- probabilistic model
- least squares
- cross validated
- structure learning
- conditional random fields
- bayesian networks
- markov networks
- exact inference
- factor graphs
- response variable
- conditional independence
- pairwise
- mixture model
- exponential family
- regression model