Supervised Categorical Metric Learning with Schatten p-Norms.
Xuhui FanÉric GaussierPublished in: CoRR (2020)
Keyphrases
- metric learning
- semi supervised
- pairwise
- distance metric learning
- distance metric
- supervised learning
- learning tasks
- multi task
- semi supervised learning
- dimensionality reduction
- machine learning and pattern recognition
- nearest neighbor classification
- unsupervised learning
- distance function
- fully supervised
- feature space
- labeled data
- learning algorithm
- maximum variance unfolding
- unlabeled data
- active learning
- data sets
- weakly supervised
- mahalanobis metric
- subject to linear constraints
- manifold learning
- support vector machine
- feature vectors
- semi definite programming
- pattern recognition
- image processing
- feature selection