Systematic Alias Sampling: An Efficient and Low-Variance Way to Sample from a Discrete Distribution.
Ilari VallivaaraKatja PoikselkäPauli RikulaJuha RöningPublished in: ACM Trans. Math. Softw. (2017)
Keyphrases
- low variance
- sample size
- random samples
- sampled data
- real valued
- progressive sampling
- unbiased estimator
- random sampling
- sample set
- sampling methods
- bias variance
- probability distribution
- null hypothesis
- face recognition
- continuous domains
- model selection
- relevance feedback
- probability values
- information extraction
- upper bound