Exact Asymptotics for Learning Tree-Structured Graphical Models with Side Information: Noiseless and Noisy Samples.
Anshoo TandonVincent Y. F. TanShiyao ZhuPublished in: CoRR (2020)
Keyphrases
- graphical models
- learning algorithm
- undirected graphical models
- prior knowledge
- probabilistic model
- belief propagation
- background knowledge
- probabilistic inference
- structural learning
- random variables
- information extraction
- active learning
- approximate inference
- markov networks
- probabilistic graphical models
- factor graphs
- optimal solution
- map inference
- bayesian networks