Boosting distinct random sampling for basic counting on the union of distributed streams.
Bojian XuPublished in: Theor. Comput. Sci. (2015)
Keyphrases
- random sampling
- reservoir sampling
- sliding window
- active learning
- query by committee
- sampling algorithm
- sample size
- data streams
- adaptive sampling
- sampling procedure
- random samples
- robust estimator
- stratified sampling
- random projections
- sampling methods
- random sample
- standard deviation
- cost sensitive
- monte carlo
- learning environment