Scalable large-margin Mahalanobis distance metric learning.
Chunhua ShenJunae KimLei WangPublished in: IEEE Trans. Neural Networks (2010)
Keyphrases
- mahalanobis distance
- metric learning
- distance metric
- learning tasks
- semi supervised
- pairwise
- labeled data
- distance function
- multi task
- feature space
- semi supervised learning
- dimensionality reduction
- support vector
- euclidean distance
- data sets
- natural images
- covariance matrix
- learning problems
- denoising
- noise model
- learning algorithm