SGA: A Robust Algorithm for Partial Recovery of Tree-Structured Graphical Models with Noisy Samples.
Anshoo TandonAldric H. J. YuanVincent Y. F. TanPublished in: CoRR (2021)
Keyphrases
- expectation maximization
- probabilistic model
- graphical models
- image segmentation
- markov networks
- random variables
- bayesian networks
- belief propagation
- learning algorithm
- tree structure
- statistical inference
- probabilistic graphical models
- dynamic programming
- np hard
- search algorithm
- linear programming
- optimal solution
- graph structure
- exact inference
- loopy belief propagation
- factor graphs