Online Random Sampling for Budgeted Settings.
Alon EdenMichal FeldmanAdi VardiPublished in: Theory Comput. Syst. (2019)
Keyphrases
- random sampling
- active learning
- sample size
- online algorithms
- online learning
- sampling algorithm
- sampling procedure
- random sample
- random samples
- sliding window
- random projections
- stratified sampling
- query by committee
- adaptive sampling
- multi class
- robust estimator
- sampling methods
- model selection
- probabilistic model
- data streams
- feature extraction
- multimedia