Chernoff Sampling for Active Testing and Extension to Active Regression.
Subhojyoti MukherjeeArdhendu S. TripathyRobert D. NowakPublished in: AISTATS (2022)
Keyphrases
- regression model
- random sampling
- linear regression
- sample size
- monte carlo
- support vector
- sampling methods
- pac learning
- sampling algorithm
- support vector regression
- active databases
- data sets
- model selection
- probability distribution
- polynomial regression
- active sampling
- ridge regression
- regression algorithm
- sampling strategy
- regression methods
- regression analysis