A Block Coordinate Descent Algorithm for Sparse Gaussian Graphical Model Inference with Laplacian Constraints.
Tianyi LiuMinh Trinh-HoangYang YangMarius PesaventoPublished in: CAMSAP (2019)
Keyphrases
- graphical models
- factor graphs
- probabilistic model
- loopy belief propagation
- gaussian graphical models
- dynamic programming
- map inference
- probabilistic inference
- belief propagation
- optimal solution
- k means
- nonparametric belief propagation
- probabilistic graphical models
- directed acyclic
- graph structure
- message passing
- partition function
- structure learning
- bayesian framework
- conditional random fields
- higher order
- np hard
- search space