Effective sample size for importance sampling based on discrepancy measures.
Luca MartinoVíctor ElviraFrancisco LouzadaPublished in: Signal Process. (2017)
Keyphrases
- sample size
- model selection
- upper bound
- statistical tests
- small sample
- random sampling
- small samples
- small sample size
- pac learning
- covariance matrix
- statistical power
- finite sample
- vc dimension
- confidence intervals
- statistical hypothesis testing
- experimental design
- generalization error
- worst case
- monte carlo
- evolutionary algorithm
- face recognition
- number of training samples
- decision trees
- genetic algorithm
- data sets