Information-theoretic metric learning.
Jason V. DavisBrian KulisPrateek JainSuvrit SraInderjit S. DhillonPublished in: ICML (2007)
Keyphrases
- information theoretic
- metric learning
- information theory
- mutual information
- distance metric learning
- pairwise
- distance metric
- dimensionality reduction
- semi supervised
- learning tasks
- information bottleneck
- information theoretic measures
- distance function
- multi task
- feature space
- multiple features
- kernel matrix
- semi supervised learning
- mahalanobis distance
- neural network
- labeled data
- computer vision
- image classification
- supervised learning
- support vector
- feature selection