Handling Overlaps When Lifting Gaussian Bayesian Networks.
Mattis HartwigTanya BraunRalf MöllerPublished in: IJCAI (2021)
Keyphrases
- bayesian networks
- probabilistic reasoning
- inference in bayesian networks
- maximum likelihood
- conditional independence
- learning bayesian networks
- conditional probabilities
- probabilistic model
- probability distribution
- structure learning
- expert knowledge
- gaussian model
- gaussian noise
- bayesian network learning
- wavelet transform
- impulse response
- linear gaussian
- linear computational complexity
- decision trees
- bayesian network classifiers
- bayesian belief networks
- approximate inference
- incomplete data
- gaussian distribution
- gaussian mixture model
- naive bayes
- generative model