Exact Asymptotics for Learning Tree-Structured Graphical Models With Side Information: Noiseless and Noisy Samples.
Anshoo TandonVincent Y. F. TanShiyao ZhuPublished in: IEEE J. Sel. Areas Inf. Theory (2020)
Keyphrases
- graphical models
- probabilistic inference
- random variables
- undirected graphical models
- probabilistic model
- reinforcement learning
- pairwise
- prior knowledge
- background knowledge
- probabilistic graphical models
- relational dependency networks
- bayesian networks
- structural learning
- exact inference
- structured prediction
- conditional independence
- markov networks
- belief networks
- conditional random fields
- statistical model