Graph Convolutional Networks using Heat Kernel for Semi-supervised Learning.
Bingbing XuHuawei ShenQi CaoKeting CenXueqi ChengPublished in: CoRR (2020)
Keyphrases
- semi supervised learning
- graph laplacian
- heat kernel
- labeled and unlabeled data
- semi supervised
- unlabeled data
- manifold structure
- labeled data
- semi supervised classification
- label propagation
- graph construction
- random walk
- kernel machines
- unsupervised learning
- graph structure
- spectral clustering
- machine learning
- supervised learning
- co training
- spectral analysis
- weighted graph
- training data
- shape analysis
- minimum spanning tree
- euclidean space
- spanning tree
- active learning
- network structure
- social networks
- sparse coding
- complex networks
- transfer learning
- euclidean distance
- weight matrix
- edge weights
- network analysis
- label information
- graph clustering
- text classification
- prior knowledge