Continuous Target Shift Adaptation in Supervised Learning.
Tuan Duong NguyenMarthinus Christoffel du PlessisMasashi SugiyamaPublished in: ACML (2015)
Keyphrases
- supervised learning
- unsupervised learning
- learning algorithm
- active learning
- reinforcement learning
- target tracking
- target detection
- supervised machine learning
- continuous functions
- supervised classification
- statistical learning
- learning problems
- semi supervised
- training data
- paradigm shift
- continuous domains
- multiple targets
- learning tasks
- target recognition
- adaptation strategies
- multiple instance learning
- class labels
- training examples
- training samples
- unlabeled data
- semi supervised learning
- multi class
- similarity measure