Consistency of Nearest Neighbor Classification under Selective Sampling.
Sanjoy DasguptaPublished in: COLT (2012)
Keyphrases
- selective sampling
- nearest neighbor classification
- nearest neighbor classifiers
- active learning
- random sampling
- locally adaptive
- nearest neighbor
- metric learning
- distance measure
- nearest neighbor classifier
- distance function
- k nearest neighbor
- feature selection
- knn
- neural network
- support vector machine
- training data
- learning algorithm