Deep Unsupervised Active Learning on Learnable Graphs.
Handong MaChangsheng LiXinchu ShiYe YuanGuoren WangPublished in: CoRR (2021)
Keyphrases
- active learning
- semi supervised
- supervised learning
- learning algorithm
- unsupervised learning
- deep architectures
- graph matching
- selective sampling
- training examples
- directed graph
- experimental design
- labeled data
- relevance feedback
- random sampling
- graph mining
- learning strategies
- machine learning
- social networks
- pairwise
- unsupervised manner
- graph theoretic
- deep learning
- learning from positive data
- semi supervised learning
- active learning strategies
- deep belief networks
- clustering algorithm
- graph representation
- positive examples
- weighted graph
- learning problems
- transfer learning
- unlabeled data