Coherent Upper Conditional Previsions Defined by Hausdorff Outer Measures for Unbounded Random Variables.
Serena DoriaPublished in: ISIPTA (2019)
Keyphrases
- random variables
- conditional distribution
- conditional distributions
- conditional probabilities
- probability distribution
- graphical models
- conditionally independent
- distribution function
- stochastic optimization problems
- joint distribution
- conditional independence
- graphical structure
- latent variables
- bayesian networks
- independent and identically distributed
- normal distribution
- conditional probability distributions
- directed acyclic graph
- belief propagation
- probabilistic graphical models
- statistically independent
- markov property
- joint probability distribution
- hausdorff distance
- random vectors
- probability density