Probabilistic Numerics and Uncertainty in Computations.
Philipp HennigMichael A. OsborneMark A. GirolamiPublished in: CoRR (2015)
Keyphrases
- uncertain data
- probability theory
- probabilistic model
- bayesian networks
- conditional probabilities
- handling uncertainty
- decision theory
- generative model
- inherent uncertainty
- probabilistic knowledge
- information theoretic
- inference process
- reasoning under uncertainty
- belief functions
- probability measure
- probabilistic approaches
- probabilistic reasoning
- uncertain information
- probabilistic logic
- database
- incomplete information
- frequent patterns
- knowledge discovery
- decision making