Robust metric learning based on the rescaled hinge loss.
Sumia Abdulhussien Razooqi Al-ObaidiDavood ZabihzadehHamideh HajiabadiPublished in: Int. J. Mach. Learn. Cybern. (2020)
Keyphrases
- metric learning
- pairwise constraints
- hinge loss
- distance metric
- loss function
- reproducing kernel hilbert space
- pairwise
- learning tasks
- dimensionality reduction
- semi supervised
- distance function
- multi task
- nearest neighbor classification
- document clustering
- multi class
- risk minimization
- text mining
- binary classification
- kernel matrix
- decision trees