Augmented Leverage Score Sampling with Bounds.
Daniel J. PerryRoss T. WhitakerPublished in: ECML/PKDD (2) (2016)
Keyphrases
- upper bound
- sample size
- lower bound
- random sampling
- sampling strategy
- variance reduction
- worst case
- score function
- average case
- lower and upper bounds
- monte carlo
- sampling algorithm
- machine learning
- data sets
- error bounds
- np hard
- vc dimension
- high dimensional
- upper and lower bounds
- website
- search engine
- sampling rate
- data mining
- databases