On the sample size of random convex programs with structured dependence on the uncertainty.
Xiaojing ZhangSergio GrammaticoGeorg SchildbachPaul J. GoulartJohn LygerosPublished in: Autom. (2015)
Keyphrases
- sample size
- convex programs
- random samples
- confidence intervals
- random sample
- random sampling
- model selection
- progressive sampling
- small sample size
- hypothesis tests
- small sample
- statistical power
- upper bound
- convex functions
- pac learning
- vc dimension
- small samples
- statistical hypothesis testing
- variance reduction
- worst case
- problems in computer vision