Fast generalization rates for distance metric learning.
Han-Jia YeDe-Chuan ZhanYuan JiangPublished in: Mach. Learn. (2019)
Keyphrases
- distance metric learning
- distance metric
- metric learning
- semi supervised
- image classification
- gender classification
- semidefinite programming
- nonlinear dimensionality reduction
- nearest neighbor classification
- distance measure
- distance function
- component analysis
- preprocessing step
- dimensionality reduction
- kernel learning
- pairwise
- training data
- euclidean distance
- learning algorithm
- high dimensional data
- linear programming
- data points
- high dimensional