Global sensitivity analysis in probabilistic graphical models.
Rafael Ballester-RipollManuele LeonelliPublished in: CoRR (2021)
Keyphrases
- sensitivity analysis
- probabilistic graphical models
- graphical models
- markov networks
- managerial insights
- first order logic
- random variables
- approximate inference
- latent variables
- probabilistic model
- exact inference
- belief propagation
- artificial intelligence
- probabilistic inference
- conditional random fields
- special case
- belief functions
- bayesian networks
- parameter learning
- fuzzy measures
- knowledge base
- computational intelligence