Coherence-based Label Propagation over Time Series for Accelerated Active Learning.
Yooju ShinSusik YoonSundong KimHwanjun SongJae-Gil LeeByung Suk LeePublished in: ICLR (2022)
Keyphrases
- label propagation
- active learning
- semi supervised
- semi supervised learning
- labeled data
- unlabeled data
- transductive learning
- class labels
- training set
- supervised learning
- machine learning
- pairwise constraints
- community detection
- training examples
- constrained spectral clustering
- learning algorithm
- multi label classification
- transfer learning
- spectral clustering
- generalization error
- cost sensitive
- multi label
- complex networks
- text classification
- clustering method
- class imbalance
- labeled examples
- learning process
- label information
- pairwise
- pattern recognition
- unsupervised learning