Vine copula structure learning via Monte Carlo tree search.
Bo ChangShenyi PanHarry JoePublished in: AISTATS (2019)
Keyphrases
- structure learning
- monte carlo tree search
- monte carlo
- graphical models
- bayesian networks
- evaluation function
- conditional independence
- parameter estimation
- transfer learning
- dynamic bayesian networks
- sample size
- network structure
- markov networks
- belief propagation
- maximum likelihood estimation
- temporal difference
- game tree
- pairwise
- conditional probabilities
- probability density function
- data mining
- collaborative filtering
- least squares
- reinforcement learning methods
- image segmentation