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