Learning Latent Variable Dynamic Graphical Models by Confidence Sets Selection.
Valentina CicconeAugusto FerranteMattia ZorziPublished in: IEEE Trans. Autom. Control. (2020)
Keyphrases
- graphical models
- latent variables
- probabilistic model
- latent variable models
- random variables
- markov networks
- probabilistic graphical models
- structural learning
- conditional independence
- belief propagation
- learning algorithm
- hidden variables
- approximate inference
- probabilistic inference
- learning problems
- structured prediction
- exact inference
- reinforcement learning
- discriminative learning
- markov logic networks
- factor graphs
- bayesian networks
- topic models
- active learning
- structure learning
- relational learning
- prior knowledge