Cost-Effective Active Learning from Diverse Labelers.
Sheng-Jun HuangJia-Lve ChenXin MuZhi-Hua ZhouPublished in: IJCAI (2017)
Keyphrases
- cost effective
- active learning
- low cost
- learning algorithm
- cost effectiveness
- learning strategies
- crowd sourced
- machine learning
- random sampling
- supervised learning
- training examples
- semi supervised
- training set
- selective sampling
- unlabeled data
- real world
- labeled data
- pool based active learning
- semi supervised learning
- wide variety
- transfer learning
- data center
- relevance feedback
- information and communication technologies
- experimental design
- batch mode
- sample selection