Robustness and Generalization for Metric Learning
Aurélien BelletAmaury HabrardPublished in: CoRR (2012)
Keyphrases
- metric learning
- distance metric
- distance metric learning
- pairwise
- learning tasks
- person re identification
- dimensionality reduction
- semi supervised
- machine learning and pattern recognition
- nearest neighbor classification
- multi task
- mahalanobis metric
- distance function
- semi supervised learning
- semi supervised clustering
- feature space
- multi class
- semi definite programming
- margin maximization
- learning experience
- unsupervised learning
- nearest neighbor
- decision trees
- neural network