An analytic formulation for positive-unlabeled learning via weighted integral probability metric.
Yongchan KwonWonyoung KimMasashi SugiyamaMyunghee Cho PaikPublished in: CoRR (2019)
Keyphrases
- active learning
- learning algorithm
- prior knowledge
- supervised learning
- learning systems
- learning scheme
- learning tasks
- distance measure
- online learning
- positive and unlabeled examples
- learning community
- positive and negative
- labeled data
- unsupervised learning
- knowledge acquisition
- probability distribution
- learning environment
- reinforcement learning
- decision trees