Graph Diffusion & PCA Framework for Semi-supervised Learning.
Konstantin AvrachenkovAurélie BoisbunonMikhail KamalovPublished in: LION (2021)
Keyphrases
- semi supervised learning
- semi supervised
- manifold regularization
- semi supervised classification
- label propagation
- graph based semi supervised learning
- graph construction
- unlabeled data
- regularization framework
- supervised learning
- labeled data
- co training
- machine learning
- active learning
- unsupervised learning
- multi view learning
- label propagation algorithm
- learning models
- face recognition
- multiple instance learning
- boosting framework
- discriminative models
- feature space
- data sets
- training data
- graph laplacian
- pairwise
- information extraction
- principal component analysis
- dimensionality reduction