A Geometric Approach to Active Learning for Convolutional Neural Networks.
Ozan SenerSilvio SavaresePublished in: CoRR (2017)
Keyphrases
- convolutional neural networks
- active learning
- convolutional network
- machine learning
- random sampling
- learning algorithm
- semi supervised
- active learning strategies
- learning strategies
- selective sampling
- training examples
- unlabeled data
- supervised learning
- imbalanced data classification
- learning process
- database
- semi supervised learning
- experimental design
- batch mode
- relevance feedback
- generalization error
- class imbalance
- information systems
- music emotion classification