Active learning of self-concordant like multi-index functions.
Ilija BogunovicVolkan CevherJarvis D. HauptJonathan ScarlettPublished in: ICASSP (2015)
Keyphrases
- active learning
- random sampling
- semi supervised
- training set
- learning strategies
- pool based active learning
- machine learning
- selective sampling
- transfer learning
- basis functions
- multi dimensional
- case study
- learning algorithm
- training examples
- sample size
- unlabeled data
- cost sensitive
- learning environment
- structural similarity
- batch mode
- annotation effort