SoQal: Selective Oracle Questioning for Consistency Based Active Learning of Cardiac Signals.
Dani KiyassehTingting ZhuDavid A. CliftonPublished in: ICML (2022)
Keyphrases
- active learning
- ecg signals
- electrical activity
- signal processing
- selective sampling
- supervised learning
- patient specific
- random sampling
- active learning strategies
- learning algorithm
- oracle database
- machine learning
- image analysis
- training set
- transfer learning
- training examples
- constraint networks
- data sets
- learning strategies
- semi supervised learning
- database administrators
- labeled data
- batch mode