RadGrad: Active learning with loss gradients.
Paul BudnarainRenato Ferreira Pinto JuniorIlan KoganPublished in: CoRR (2019)
Keyphrases
- active learning
- expected loss
- semi supervised
- machine learning
- selective sampling
- learning algorithm
- batch mode active learning
- supervised learning
- training examples
- music emotion classification
- database
- active learning strategies
- random sampling
- online learning
- learning process
- training set
- information retrieval
- semi supervised learning
- information loss
- experimental design
- batch mode
- relevance feedback
- pool based active learning