Positive Distribution Pollution: Rethinking Positive Unlabeled Learning from a Unified Perspective.
Qianqiao LiangMengying ZhuYan WangXiuyuan WangWanjia ZhaoMengyuan YangHua WeiBing HanXiaolin ZhengPublished in: AAAI (2023)
Keyphrases
- positive and unlabeled examples
- unsupervised learning
- active learning
- learning algorithm
- learning process
- prior knowledge
- supervised learning
- positive and negative
- positive data
- reinforcement learning
- online learning
- knowledge acquisition
- positively correlated
- mobile learning
- learning scheme
- learning systems
- positive effects
- labeled and unlabeled data
- positive examples
- learning problems
- learning styles
- neural network
- collaborative learning
- training data
- viewpoint