Uncertainty quantification for functional dependent random variables.
Simon NantyCéline HelbertAmandine MarrelNadia PérotClémentine PrieurPublished in: Comput. Stat. (2017)
Keyphrases
- random variables
- independent and identically distributed
- conditional probabilities
- statistically independent
- graphical models
- probability distribution
- normal distribution
- bayesian networks
- stochastic optimization problems
- latent variables
- conditional independence
- random vectors
- distribution function
- additive noise
- directed acyclic graph
- conditionally independent
- stochastic processes
- probability density
- joint distribution
- failure rate
- belief functions
- probabilistic inference
- decision theory
- lead time
- probabilistic graphical models
- reinforcement learning
- conditional distribution
- conditional distributions
- image segmentation