Deep Similarity-Based Batch Mode Active Learning with Exploration-Exploitation.
Changchang YinBuyue QianShilei CaoXiaoyu LiJishang WeiQinghua ZhengIan DavidsonPublished in: ICDM (2017)
Keyphrases
- batch mode active learning
- exploration exploitation
- active learning
- batch mode
- training examples
- supervised learning
- labeled data
- learning algorithm
- semi supervised
- machine learning
- relevance feedback
- semi supervised learning
- unlabeled data
- training set
- bandit problems
- support vector machine
- online learning
- learning process
- learning tasks
- reinforcement learning
- e learning