Fast solvers and efficient implementations for distance metric learning.
Kilian Q. WeinbergerLawrence K. SaulPublished in: ICML (2008)
Keyphrases
- distance metric learning
- distance metric
- metric learning
- image classification
- semi supervised
- semidefinite programming
- gender classification
- nonlinear dimensionality reduction
- multi class
- nearest neighbor classification
- kernel learning
- preprocessing step
- distance measure
- k nearest neighbour
- semi supervised learning
- pairwise
- facial images
- component analysis
- learning tasks
- euclidean distance
- supervised learning