Active Learning for Nonlinear System Identification with Guarantees.
Horia ManiaMichael I. JordanBenjamin RechtPublished in: CoRR (2020)
Keyphrases
- active learning
- random sampling
- semi supervised
- selective sampling
- learning strategies
- pool based active learning
- learning process
- labeled data
- supervised learning
- sample selection
- unlabeled data
- imbalanced data classification
- training set
- machine learning
- online learning
- relevance feedback
- cost sensitive
- learning algorithm
- music emotion classification
- active learning strategies
- real time
- theoretical guarantees
- sample complexity
- class imbalance
- transfer learning
- semi supervised learning
- small number
- neural network