Metric and Kernel Learning Using a Linear Transformation.
Prateek JainBrian KulisJason V. DavisInderjit S. DhillonPublished in: J. Mach. Learn. Res. (2012)
Keyphrases
- linear transformation
- kernel learning
- semidefinite program
- distance metric
- metric learning
- kernel matrix
- semi supervised
- distance function
- kernel trick
- learning tasks
- pairwise constraints
- pairwise
- distance measure
- euclidean distance
- dimensionality reduction
- data points
- feature space
- feature extraction
- pattern recognition
- zernike moments
- multiple kernel learning
- linear model
- multi task
- machine learning
- similarity search
- multi class