Distance Metric Learning for Large Margin Nearest Neighbor Classification.
Kilian Q. WeinbergerLawrence K. SaulPublished in: J. Mach. Learn. Res. (2009)
Keyphrases
- nearest neighbor classification
- distance metric learning
- metric learning
- locally adaptive
- distance metric
- nearest neighbor
- distance measure
- distance function
- labeled data
- semi supervised
- dimensionality reduction
- k nearest neighbor
- support vector
- knn
- learning tasks
- multi task
- nearest neighbor classifier
- learning algorithm
- maximum margin
- data points
- computer vision
- data sets
- image classification