Graph-based Semi-supervised Learning: Realizing Pointwise Smoothness Probabilistically.
Yuan FangKevin Chen-Chuan ChangHady Wirawan LauwPublished in: ICML (2014)
Keyphrases
- pointwise
- graph based semi supervised learning
- semi supervised learning
- weighted sum
- semi supervised
- label propagation
- graph construction
- nonparametric regression
- confidence intervals
- objective function
- unsupervised learning
- training examples
- roc curve
- active learning
- labeled data
- pairwise
- lower bound
- neural network
- data sets