Confidence-based Graph Convolutional Networks for Semi-Supervised Learning.
Shikhar VashishthPrateek YadavManik BhandariPartha P. TalukdarPublished in: AISTATS (2019)
Keyphrases
- semi supervised learning
- graph based semi supervised learning
- graph construction
- semi supervised classification
- label propagation
- semi supervised
- unlabeled data
- labeled data
- graph laplacian
- machine learning
- unsupervised learning
- supervised learning
- training data
- manifold regularization
- active learning
- complex networks
- transfer learning
- network structure
- edge weights
- community detection
- semi supervised learning algorithms
- information retrieval
- co training
- social networks
- network analysis
- learning models
- directed graph
- dimensionality reduction
- semi supervised learning methods
- labeled and unlabeled data
- sparse coding
- high confidence
- community structure
- semi supervised clustering
- feature space
- learning algorithm