Supervised Categorical Metric Learning With Schatten p-Norms.
Yaqiong LiXuhui FanÉric GaussierPublished in: IEEE Trans. Cybern. (2022)
Keyphrases
- metric learning
- semi supervised
- distance metric learning
- distance metric
- pairwise
- fully supervised
- machine learning and pattern recognition
- semi supervised learning
- labeled data
- learning tasks
- nearest neighbor classification
- unsupervised learning
- supervised learning
- active learning
- distance function
- multi task
- dimensionality reduction
- learning algorithm
- feature space
- machine learning
- supervised methods
- mahalanobis metric
- feature selection
- unlabeled data
- neural network
- multiple instance learning
- data points
- computer vision
- subject to linear constraints