Identifying Mixtures of Bayesian Network Distributions.
Spencer L. GordonBijan MazaheriYuval RabaniLeonard J. SchulmanPublished in: CoRR (2021)
Keyphrases
- bayesian networks
- heavy tailed distributions
- probability distribution
- random variables
- heavy tailed
- graphical models
- mixture distribution
- probabilistic model
- learning bayesian networks
- structure learning
- mixture model
- joint distribution
- power law
- conditional probabilities
- probability density
- conditional distributions
- bayesian network inference
- influence diagrams
- probabilistic inference
- probabilistic reasoning
- kullback leibler divergence
- exponential family
- density estimation
- bayesian network structure
- latent variables