Posteriori Probabilistic Bounds of Convex Scenario Programs with Validation Tests.
Chao ShangFengqi YouPublished in: CoRR (2019)
Keyphrases
- convex optimization
- upper bound
- probabilistic model
- lower bound
- convex combinations
- bayesian networks
- maximum likelihood
- piecewise linear
- real world
- probabilistic logic
- probabilistic logic programs
- information theoretic
- test cases
- error bounds
- convex hull
- multiple choice
- generative model
- confidence bounds
- lipschitz continuity
- worst case