Confidence-based Graph Convolutional Networks for Semi-Supervised Learning.
Shikhar VashishthPrateek YadavManik BhandariPartha P. TalukdarPublished in: CoRR (2019)
Keyphrases
- semi supervised learning
- graph based semi supervised learning
- label propagation
- graph construction
- semi supervised classification
- semi supervised
- unlabeled data
- graph laplacian
- labeled data
- machine learning
- unsupervised learning
- training data
- supervised learning
- manifold regularization
- co training
- community detection
- k nearest neighbor
- active learning
- social networks
- labeled and unlabeled data
- semi supervised learning algorithms
- semi supervised learning methods
- high confidence
- bipartite graph
- directed graph
- transfer learning
- multi view
- network analysis
- edge weights
- weighted graph
- learning models
- random walk
- metric learning
- data sets
- semi supervised clustering
- model selection
- dimensionality reduction
- bayesian networks
- opinion detection