Correlation Clustering with Active Learning of Pairwise Similarities.
Linus AronssonMorteza Haghir ChehreghaniPublished in: Trans. Mach. Learn. Res. (2024)
Keyphrases
- correlation clustering
- active learning
- pairwise similarities
- similarity metric
- pairwise
- metric learning
- semi supervised
- graph partitioning
- spectral clustering
- clustering framework
- similarity measure
- constrained clustering
- hierarchical clustering
- weighted graph
- similarity function
- supervised learning
- hard constraints
- graph model
- distance metric
- semi supervised learning
- data points
- machine learning
- learning process
- training set
- constraint satisfaction
- learning algorithm
- unlabeled data
- data objects
- transfer learning
- nearest neighbor
- multi class
- pairwise constraints
- image segmentation