Graph-based Semi-Supervised & Active Learning for Edge Flows.
Junteng JiaMichael T. SchaubSantiago SegarraAustin R. BensonPublished in: KDD (2019)
Keyphrases
- semi supervised
- active learning
- labeled data
- semi supervised learning
- semi supervised dimensionality reduction
- unlabeled data
- unsupervised learning
- label propagation
- supervised learning
- semi supervised classification
- machine learning
- multi view
- edge detection
- pairwise
- co training
- selective sampling
- pairwise constraints
- random sampling
- edge information
- multiple instance learning
- metric learning
- label information
- semi supervised learning methods
- edge detector
- labeled examples
- learning process
- cost sensitive
- data sets
- experimental design
- training examples
- relevance feedback
- graph construction
- image processing
- learning algorithm
- pool based active learning
- transfer learning
- subspace learning
- labeled and unlabeled data
- training set
- decision trees
- semi supervised learning algorithms