Structured metric learning for high dimensional problems.
Jason V. DavisInderjit S. DhillonPublished in: KDD (2008)
Keyphrases
- metric learning
- high dimensional problems
- high dimensional
- distance metric
- dimensionality reduction
- dimension reduction
- distance metric learning
- semi supervised
- pairwise
- learning tasks
- feature space
- multi task
- mahalanobis metric
- distance function
- feature selection
- high dimensional data
- data points
- subject to linear constraints
- unsupervised learning
- domain knowledge