Distance Metric Learning for Large Margin Nearest Neighbor Classification.
Kilian Q. WeinbergerJohn BlitzerLawrence K. SaulPublished in: NIPS (2005)
Keyphrases
- nearest neighbor classification
- distance metric learning
- metric learning
- distance metric
- locally adaptive
- labeled data
- nearest neighbor
- distance function
- distance measure
- semi supervised
- knn
- support vector
- nearest neighbor classifier
- k nearest neighbor
- pairwise
- kernel matrix
- learning algorithm
- semi supervised learning
- machine learning
- dimensionality reduction
- learning tasks
- multi task
- maximum margin
- training set
- feature space
- face recognition
- denoising
- image processing
- active learning