Graph Convolutional Networks using Heat Kernel for Semi-supervised Learning.
Bingbing XuHuawei ShenQi CaoKeting CenXueqi ChengPublished in: IJCAI (2019)
Keyphrases
- semi supervised learning
- graph laplacian
- heat kernel
- labeled and unlabeled data
- semi supervised
- unlabeled data
- manifold structure
- label propagation
- semi supervised classification
- labeled data
- graph construction
- random walk
- graph structure
- machine learning
- supervised learning
- co training
- basis functions
- unsupervised learning
- minimum spanning tree
- spectral clustering
- active learning
- weighted graph
- kernel machines
- spectral analysis
- training data
- network analysis
- weight matrix
- euclidean space
- pairwise
- image segmentation
- data sets
- geodesic distance
- spanning tree
- euclidean distance
- complex networks
- transfer learning