An empirical investigation into the inconsistency of sequential active learning.
Marco LoogYazhou YangPublished in: ICPR (2016)
Keyphrases
- active learning
- learning strategies
- supervised learning
- semi supervised
- labeled data
- active learning strategies
- selective sampling
- learning process
- semi supervised learning
- integrity checking
- training set
- real time
- lower bound
- relevance feedback
- learning environment
- online learning
- case study
- training examples
- learning algorithm
- transfer learning
- integrity constraints
- neural network
- sample selection