Large-Sample Learning of Bayesian Networks is NP-Hard
David Maxwell ChickeringChristopher MeekDavid HeckermanPublished in: CoRR (2012)
Keyphrases
- np hard
- bayesian networks
- learning algorithm
- learning process
- learning tasks
- learning analytics
- probability distribution
- unsupervised learning
- learning systems
- data sets
- learning problems
- scheduling problem
- online learning
- bayesian network learning
- probabilistic modeling
- prior knowledge
- optimal solution
- knowledge base
- machine learning