Probabilistic Soft Interventions in Conditional Gaussian Networks.
Florian MarkowetzSteffen GrossmannRainer SpangPublished in: AISTATS (2005)
Keyphrases
- causal networks
- random field model
- probabilistic networks
- social networks
- conditional probabilities
- bayesian networks
- probabilistic model
- generative model
- uncertain data
- network analysis
- conditional probability distributions
- network design
- neural network
- data sets
- possibilistic networks
- continuous valued
- linear gaussian
- inference process
- probability theory
- probabilistic reasoning
- gaussian mixture
- computer networks
- information theoretic
- random variables