A Gossip-Based System for Fast Approximate Score Computation in Multinomial Bayesian Networks.
Arun ZachariahPraveen RaoAnas KatibMonica SenapatiKobus BarnardPublished in: ICDE (2019)
Keyphrases
- bayesian networks
- probabilistic model
- naive bayes
- efficient computation
- efficiently computing
- conditional independence
- structure learning
- probabilistic reasoning
- data sets
- junction tree
- multiply sectioned bayesian networks
- inference in bayesian networks
- bayesian network structure
- probabilistic modeling
- scoring function
- exact solution
- approximate inference
- probabilistic inference
- text categorization
- text classification
- probability distribution
- classification accuracy
- neural network