CLActive: Episodic Memories for Rapid Active Learning.
Sri Aurobindo MunagalaSidhant SubramanianShyamgopal KarthikAmeya PrabhuAnoop M. NamboodiriPublished in: CoLLAs (2022)
Keyphrases
- active learning
- associative memory
- learning strategies
- semi supervised
- experimental design
- learning algorithm
- supervised learning
- active learning strategies
- selective sampling
- imbalanced data classification
- batch mode active learning
- training examples
- annotation effort
- transfer learning
- content addressable
- generalization error
- relevance feedback
- sample selection
- machine learning
- rare class
- batch mode
- random sampling
- information systems
- case study
- online learning
- learning process