Laplacian pair-weight vector projection for semi-supervised learning.
Yangtao XueLi ZhangPublished in: Inf. Sci. (2021)
Keyphrases
- semi supervised learning
- weight vector
- semi supervised
- graph laplacian
- learning rate
- unlabeled data
- labeled data
- pairwise
- machine learning
- supervised learning
- linear combination
- hyperplane
- objective function
- unsupervised learning
- loss function
- training data
- stochastic gradient descent
- manifold regularization
- semi supervised classification
- active learning
- support vector machine
- feature values
- labeled and unlabeled data
- principal components
- convergence speed
- visual features
- manifold structure