On the Sample Size of Random Convex Programs with Structured Dependence on the Uncertainty.
Xiaojing ZhangSergio GrammaticoGeorg SchildbachPaul GoulartJohn LygerosPublished in: CoRR (2015)
Keyphrases
- sample size
- convex programs
- random samples
- confidence intervals
- model selection
- random sample
- random sampling
- small sample size
- upper bound
- small sample
- progressive sampling
- statistical power
- statistical hypothesis testing
- convex functions
- vc dimension
- variance reduction
- worst case
- hypothesis tests
- pose estimation
- pac learning
- data mining
- pairwise
- image segmentation