The diameter of a stochastic matrix: A new measure for sensitivity analysis in Bayesian networks.
Manuele LeonelliJim Q. SmithSophia K. WrightPublished in: CoRR (2024)
Keyphrases
- sensitivity analysis
- bayesian networks
- managerial insights
- influence diagrams
- stochastic context free grammars
- probabilistic reasoning
- hopfield neural network
- linear algebra
- structure learning
- learning bayesian networks
- graphical models
- monte carlo
- variational inequalities
- conditional probabilities
- incomplete data
- probabilistic inference
- expert knowledge
- probability distribution
- bayesian belief networks
- multi objective
- inference in bayesian networks
- singular value decomposition
- continuous variables
- covariance matrix
- special case
- maximum distance
- computational complexity
- reinforcement learning