Variance-Optimal Offline and Streaming Stratified Random Sampling.
Trong Duc NguyenMing-Hung ShihDivesh SrivastavaSrikanta TirthapuraBojian XuPublished in: CoRR (2018)
Keyphrases
- random sampling
- stratified sampling
- active learning
- sampling algorithm
- sample size
- sampling procedure
- adaptive sampling
- sliding window
- random sample
- real time
- data streams
- random projections
- learning algorithm
- optimal solution
- machine learning
- query by committee
- sampling methods
- random samples
- maximum likelihood
- sampling strategies
- state space