Learning Sparse High-Dimensional Matrix-Valued Graphical Models From Dependent Data.
Jitendra K. TugnaitPublished in: IEEE Trans. Signal Process. (2024)
Keyphrases
- graphical models
- high dimensional
- data points
- prior knowledge
- valued data
- probabilistic model
- statistical inference
- pairwise
- input space
- bayesian networks
- random variables
- belief propagation
- learning algorithm
- optimal solution
- multiscale
- dimensionality reduction
- missing values
- hidden variables
- vector valued
- statistical relational learning