Deep Semi-supervised Learning for Time Series Classification.
Jann GoschenhoferRasmus HvingelbyDavid RügamerJanek ThomasMoritz WagnerBernd BischlPublished in: ICMLA (2021)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- unsupervised learning
- semi supervised classification
- machine learning
- supervised learning
- training data
- manifold regularization
- improve the classification accuracy
- active learning
- semi supervised learning methods
- label propagation
- learning models
- semi supervised learning algorithms
- graph based semi supervised learning
- transfer learning
- labeled examples
- graph construction
- regularization framework
- model selection
- probabilistic model
- learning environment
- face recognition