Online Metric Learning and Fast Similarity Search.
Prateek JainBrian KulisInderjit S. DhillonKristen GraumanPublished in: NIPS (2008)
Keyphrases
- metric learning
- distance metric
- semi supervised
- distance metric learning
- dimensionality reduction
- machine learning and pattern recognition
- pairwise
- learning tasks
- nearest neighbor classification
- person re identification
- multi task
- semi supervised clustering
- feature space
- mahalanobis metric
- subject to linear constraints
- distance function
- semi supervised learning
- high dimensional data
- learning styles
- semi definite programming
- labeled data
- feature extraction