Collaborative Graph Convolutional Networks: Unsupervised Learning Meets Semi-Supervised Learning.
Binyuan HuiPengfei ZhuQinghua HuPublished in: AAAI (2020)
Keyphrases
- semi supervised learning
- unsupervised learning
- graph based semi supervised learning
- label propagation
- semi supervised classification
- graph construction
- semi supervised
- supervised learning
- sparse coding
- unlabeled data
- manifold regularization
- co training
- graph laplacian
- machine learning
- semi supervised clustering
- supervised and unsupervised learning
- graph structure
- labeled data
- transfer learning
- random walk
- dimensionality reduction
- reinforcement learning
- dimension reduction
- edge weights
- object recognition
- data sets
- feature selection
- model selection
- weighted graph
- computer vision
- bipartite graph
- information retrieval
- semi supervised learning algorithms
- social networks
- labeled and unlabeled data
- metric learning
- community detection
- active learning
- complex networks
- expectation maximization
- text classification
- natural language processing
- pairwise