Approximation and contamination bounds for probabilistic programs.
Martin BrandaJitka DupacováPublished in: Ann. Oper. Res. (2012)
Keyphrases
- error bounds
- upper bound
- approximation methods
- markovian decision
- probabilistic model
- stage stochastic programs
- error tolerance
- approximation algorithms
- lower bound
- worst case
- monte carlo
- generative model
- closed form
- information theoretic
- bayesian networks
- posterior probability
- uncertain data
- computer programs
- lower and upper bounds
- probability theory
- probabilistic logic
- approximation error
- data driven
- confidence bounds