Picking Groups Instead of Samples: A Close Look at Static Pool-Based Meta-Active Learning.
Ignasi MasRamon MorrosVerónica VilaplanaPublished in: ICCV Workshops (2019)
Keyphrases
- active learning
- sample selection
- representative samples
- training examples
- training set
- selective sampling
- training samples
- learning algorithm
- learning strategies
- active sampling
- random sample
- transfer learning
- supervised learning
- stratified sampling
- data sets
- annotation effort
- batch mode active learning
- imbalanced data classification
- meta level
- experimental design
- random sampling
- relevance feedback
- machine learning
- group members
- data samples
- batch mode
- meta reasoning
- active learner
- semi supervised
- face recognition
- website
- database