Non-convex Statistical Optimization for Sparse Tensor Graphical Model.
Wei SunZhaoran WangHan LiuGuang ChengPublished in: NIPS (2015)
Keyphrases
- graphical models
- gaussian graphical models
- statistical inference
- belief propagation
- probabilistic model
- random variables
- probabilistic graphical models
- probabilistic inference
- approximate inference
- directed acyclic
- conditional random fields
- graph structure
- map inference
- conditional dependencies
- conditional independence
- structure learning
- exact inference
- bayesian networks
- factor graphs
- convex relaxation
- higher order
- markov networks
- information theoretic
- belief networks