Multi-task Sparse Structure Learning with Gaussian Copula Models.
André R. GonçalvesFernando J. Von ZubenArindam BanerjeePublished in: J. Mach. Learn. Res. (2016)
Keyphrases
- structure learning
- parameter estimation
- graphical models
- bayesian networks
- probabilistic model
- markov logic networks
- parameter learning
- dependency structure
- prior knowledge
- bayesian network structure learning
- machine learning
- conditional independence
- markov networks
- bayesian framework
- maximum likelihood
- collaborative filtering
- learning algorithm