A unified deep semi-supervised graph learning scheme based on nodes re-weighting and manifold regularization.
Fadi DornaikaJingjun BiChongsheng ZhangPublished in: Neural Networks (2023)
Keyphrases
- learning scheme
- manifold regularization
- semi supervised
- semi supervised classification
- semi supervised learning
- unlabeled data
- labeled data
- learning algorithm
- weighted graph
- unsupervised learning
- matrix completion
- dimension reduction
- labeled and unlabeled data
- multi view
- active learning
- pairwise constraints
- spanning tree
- supervised learning
- edge weights
- kernel machines
- data dependent
- similarity measure
- training data
- nonnegative matrix factorization
- co training
- low rank
- principal component analysis
- pairwise
- kernel methods
- network structure