Semi-Supervised Learning Based on Semiparametric Regularization.
Zhen GuoZhongfei (Mark) ZhangEric P. XingChristos FaloutsosPublished in: SDM (2008)
Keyphrases
- semi supervised learning
- semi parametric
- regularization framework
- manifold regularization
- semi supervised
- unlabeled data
- multi view learning
- labeled data
- density estimation
- supervised learning
- machine learning
- unsupervised learning
- least squares
- regression model
- statistical inference
- constrained optimization
- learning problems
- active learning
- regression problems
- statistical learning
- linear model
- labeled and unlabeled data
- learning algorithm
- knn
- neural network
- multi view
- nearest neighbor