Theoretical Comparisons of Positive-Unlabeled Learning against Positive-Negative Learning.
Gang NiuMarthinus Christoffel du PlessisTomoya SakaiYao MaMasashi SugiyamaPublished in: NIPS (2016)
Keyphrases
- learning algorithm
- prior knowledge
- learning systems
- positive and negative
- neural network
- learning process
- empirical studies
- active learning
- positive and unlabeled examples
- online learning
- knowledge acquisition
- unsupervised learning
- learning tasks
- learning scenarios
- learning community
- positive examples
- negative examples
- positive data