Pool-based sequential active learning with multi kernels.
Jeongmin ChaeSong-Nam HongPublished in: CoRR (2020)
Keyphrases
- active learning
- learning algorithm
- semi supervised
- machine learning
- support vector
- random sampling
- learning strategies
- linear combination
- annotation effort
- neural network
- experimental design
- kernel function
- labeled data
- supervised learning
- semi supervised learning
- unlabeled data
- hidden markov models
- special case
- learning process
- feature space
- sequential data
- gaussian kernel
- active learning strategies
- query by committee
- training data