Graph Laplacian Regularized Graph Convolutional Networks for Semi-supervised Learning.
Bo JiangDoudou LinPublished in: CoRR (2018)
Keyphrases
- graph laplacian
- semi supervised learning
- labeled and unlabeled data
- manifold structure
- semi supervised
- unlabeled data
- random walk
- labeled data
- weighted graph
- unsupervised learning
- spectral clustering
- kernel machines
- semi supervised classification
- machine learning
- learning problems
- training data
- label propagation
- spectral analysis
- supervised learning
- active learning
- sparse coding
- co training
- euclidean space
- basis functions
- labeled examples
- pointwise
- edge weights
- learning models
- complex networks
- transfer learning
- pairwise
- graph construction
- neighborhood graph
- learning algorithm
- shortest path