Improving Semi-Supervised Learning for Remaining Useful Lifetime Estimation Through Self-Supervision.
Tilman KrokotschMirko KnaakClemens GühmannPublished in: CoRR (2021)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- active learning
- labeled data
- machine learning
- supervised learning
- unsupervised learning
- semi supervised classification
- training data
- learning problems
- labeled examples
- manifold regularization
- co training
- label propagation
- regularization framework
- improve the classification accuracy
- graph based semi supervised learning
- transfer learning
- domain adaptation
- semi supervised learning algorithms
- learning models
- semi supervised learning methods
- data sets
- learning tasks
- image segmentation
- reinforcement learning
- pairwise
- unlabeled samples
- graph construction
- probabilistic model
- information extraction
- labeled and unlabeled data
- text classification
- metric learning