Active Learning in the Overparameterized and Interpolating Regime.
Mina KarzandRobert D. NowakPublished in: CoRR (2019)
Keyphrases
- active learning
- random sampling
- semi supervised
- learning strategies
- machine learning
- selective sampling
- training set
- interpolation method
- training examples
- unlabeled data
- imbalanced data classification
- pool based active learning
- crowd sourced
- experimental design
- labeled data
- semi supervised learning
- online learning
- cost sensitive
- supervised learning
- relevance feedback
- learning process
- social networks
- artificial intelligence
- learning algorithm
- class imbalance
- training data
- active learning strategies
- annotation effort