Non-uniform Consistency of Online Learning with Random Sampling.
Changlong WuNarayana SanthanamPublished in: ALT (2021)
Keyphrases
- random sampling
- online learning
- active learning
- sampling algorithm
- sample size
- sampling procedure
- adaptive sampling
- random projections
- e learning
- query by committee
- sliding window
- random samples
- sampling methods
- reservoir sampling
- random sample
- monte carlo
- machine learning
- class imbalance
- generalization error
- supervised learning
- semi supervised
- stratified sampling