Uncertainty Propagation Using Probabilistic Affine Forms and Concentration of Measure Inequalities.
Olivier BouissouEric GoubaultSylvie PutotAleksandar ChakarovSriram SankaranarayananPublished in: TACAS (2016)
Keyphrases
- uncertain data
- probability measures
- probability measure
- probability theory
- sufficient conditions
- decision theory
- similarity measure
- data driven
- information theory
- conditional probabilities
- affine transformation
- data sets
- information theoretic
- probabilistic reasoning
- generative model
- distance measure
- probabilistic knowledge
- probabilistic model
- bayesian networks
- affine invariant
- uncertain information
- inference process
- handling uncertainty