Active Metric Learning for Supervised Classification.
Krishnan KumaranDimitri J. PapageorgiouYutong ChangMinhan LiMartin TakácPublished in: CoRR (2018)
Keyphrases
- supervised classification
- metric learning
- supervised learning
- distance metric
- distance metric learning
- semi supervised
- learning tasks
- dimensionality reduction
- unsupervised clustering
- unsupervised learning
- multi task
- pairwise
- feature space
- mahalanobis metric
- semi supervised learning
- distance function
- image segmentation
- machine learning
- neural network
- subject to linear constraints
- labeled data
- pairwise constraints
- feature vectors
- pattern recognition
- support vector
- training data