No Regret Sample Selection with Noisy Labels.
N. MitsuoSeiichi UchidaDaiki SuehiroPublished in: CoRR (2020)
Keyphrases
- sample selection
- training data
- active learning
- label noise
- online learning
- selection strategy
- lower bound
- training examples
- training set
- class labels
- decision trees
- pairwise
- binary classification
- naive bayes
- text classification
- svm classification
- search algorithm
- image processing
- data mining
- confidence bounds
- multi label
- k nearest neighbor
- supervised learning
- support vector machine
- learning environment
- learning algorithm