Robustness and generalization for metric learning.
Aurélien BelletAmaury HabrardPublished in: Neurocomputing (2015)
Keyphrases
- metric learning
- distance metric
- distance metric learning
- learning tasks
- pairwise
- semi supervised
- machine learning and pattern recognition
- person re identification
- dimensionality reduction
- nearest neighbor classification
- multi task
- distance function
- feature space
- semi supervised learning
- machine learning
- mahalanobis metric
- maximum variance unfolding
- subject to linear constraints
- semi definite programming
- semi supervised clustering
- background knowledge
- low dimensional
- database systems