Sampling Attack against Active Learning in Adversarial Environment.
Wentao ZhaoJun LongJianping YinZhiping CaiGe-Ming XiaPublished in: MDAI (2012)
Keyphrases
- active learning
- random sampling
- neural network
- sampling strategies
- semi supervised
- learning strategies
- active learning strategies
- sample selection
- sampling methods
- dynamic environments
- relevance feedback
- mobile robot
- pairwise
- data sets
- real time
- monte carlo
- autonomous agents
- class imbalance
- experimental design
- multi agent
- machine learning
- active sampling
- label noise