Minimax Active Learning.
Sayna EbrahimiWilliam GanKamyar SalahiTrevor DarrellPublished in: CoRR (2020)
Keyphrases
- active learning
- learning algorithm
- random sampling
- experimental design
- learning strategies
- selective sampling
- semi supervised
- supervised learning
- active learning strategies
- training examples
- evaluation function
- learning process
- machine learning
- batch mode active learning
- neyman pearson
- pool based active learning
- alpha beta
- sample complexity
- annotation effort
- asymptotic properties
- website
- crowd sourced
- sample selection
- training set
- worst case
- online learning
- labeled data
- unlabeled data
- imbalanced data classification
- music emotion classification
- generalization error
- cost sensitive
- semi supervised learning