Tree-based Node Aggregation in Sparse Graphical Models.
Ines WilmsJacob BienPublished in: J. Mach. Learn. Res. (2022)
Keyphrases
- graphical models
- gaussian graphical models
- graph structure
- belief propagation
- probabilistic model
- probabilistic graphical models
- random variables
- probabilistic inference
- markov networks
- approximate inference
- directed acyclic
- conditional random fields
- structure learning
- bayesian networks
- high dimensional
- belief networks
- statistical inference
- exact inference
- map inference
- conditional independence
- directed graph
- loopy belief propagation
- statistical relational learning
- semi supervised
- exponential family
- factor graphs