A New Similarity Space Tailored for Supervised Deep Metric Learning.
Pedro H. BarrosFabiane QueirozFlávio FigueiredoJefersson A. dos SantosHeitor S. RamosPublished in: ACM Trans. Intell. Syst. Technol. (2023)
Keyphrases
- metric learning
- distance metric
- semi supervised
- positive semi definite
- distance function
- distance metric learning
- nearest neighbor classification
- euclidean distance
- pairwise
- machine learning and pattern recognition
- distance measure
- pairwise similarities
- learning tasks
- dimensionality reduction
- multi task
- semi supervised learning
- feature space
- similarity function
- unsupervised learning
- supervised learning
- mahalanobis metric
- neural network
- similarity measure
- decision trees
- similarity metric
- machine learning
- labeled data
- low dimensional
- knn
- data points
- manifold learning
- active learning
- pattern recognition
- image processing
- feature selection
- learning algorithm