Tensor Graphical Model: Non-Convex Optimization and Statistical Inference.
Xiang LyuWill Wei SunZhaoran WangHan LiuJian YangGuang ChengPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2020)
Keyphrases
- convex optimization
- statistical inference
- graphical models
- belief propagation
- probabilistic model
- approximate inference
- random variables
- probabilistic inference
- conditional random fields
- bayesian networks
- markov networks
- total variation
- higher order
- contingency tables
- exact inference
- dimensionality reduction
- optical flow
- image denoising
- message passing
- data mining