Learning Sparse Markov Network Structure via Ensemble-of-Trees Models.
Yuanqing LinShenghuo ZhuDaniel D. LeeBen TaskarPublished in: AISTATS (2009)
Keyphrases
- hidden variables
- markov networks
- markov logic networks
- structured prediction
- learning algorithm
- supervised learning
- decision trees
- probabilistic model
- graphical models
- latent variables
- prior knowledge
- reinforcement learning
- model selection
- first order logic
- machine learning
- semi supervised
- bayesian networks
- conditional independence tests