Privacy-Sensitive Bayesian Network Parameter Learning.
Da MengKrishnamoorthy SivakumarHillol KarguptaPublished in: ICDM (2004)
Keyphrases
- parameter learning
- privacy sensitive
- bayesian networks
- privacy preserving
- medical data
- structure learning
- statistical learning
- bayesian network learning
- maximum likelihood
- generative model
- conditional random fields
- em algorithm
- markov random field
- parameter estimation
- hidden variables
- approximate inference
- posterior probability
- probabilistic model
- probabilistic inference
- random variables
- graphical models
- probability distribution
- latent variables
- regression model
- machine learning algorithms
- model selection
- higher order