A Hybrid Method for Distance Metric Learning.
Yi-Hao KaoBenjamin Van RoyDaniel L. RubinJiajing XuJessica S. FaruqueSandy NapelPublished in: CoRR (2012)
Keyphrases
- hybrid method
- distance metric learning
- distance metric
- metric learning
- image classification
- semi supervised
- nonlinear dimensionality reduction
- gender classification
- semidefinite programming
- distance function
- hybrid algorithm
- component analysis
- nearest neighbor classification
- support vector machine
- learning tasks
- kernel learning
- multi task
- preprocessing step
- machine learning
- data points
- pairwise
- pairwise constraints
- dimensionality reduction
- k nearest neighbour
- feature space
- decision trees