Deep Unsupervised Active Learning on Learnable Graphs.
Handong MaChangsheng LiXinchu ShiYe YuanGuoren WangPublished in: IEEE Trans. Neural Networks Learn. Syst. (2024)
Keyphrases
- active learning
- semi supervised
- supervised learning
- deep architectures
- learning algorithm
- unsupervised learning
- graph matching
- machine learning
- graph theoretic
- relevance feedback
- semi supervised learning
- directed graph
- learning strategies
- graph representation
- experimental design
- graph mining
- random sampling
- graph theory
- unlabeled data
- labeled data
- generalization error
- training examples
- graph databases
- pairwise
- selective sampling
- social networks
- active learning strategies