A Posteriori Probabilistic Bounds of Convex Scenario Programs With Validation Tests.
Chao ShangFengqi YouPublished in: IEEE Trans. Autom. Control. (2021)
Keyphrases
- probabilistic model
- lower bound
- convex combinations
- convex optimization
- upper bound
- data driven
- generative model
- distribution free
- probabilistic logic
- upper and lower bounds
- worst case bounds
- real world
- computer programs
- globally optimal
- uncertain data
- information theoretic
- probabilistic reasoning
- piecewise linear
- error bounds
- logic programs
- bayesian networks