Deep Randomized Ensembles for Metric Learning.
Hong XuanRichard SouvenirRobert PlessPublished in: CoRR (2018)
Keyphrases
- metric learning
- distance metric
- distance metric learning
- pairwise
- learning tasks
- machine learning and pattern recognition
- semi supervised
- multi task
- dimensionality reduction
- semi supervised clustering
- distance function
- feature space
- mahalanobis metric
- ensemble methods
- decision trees
- nearest neighbor classification
- machine learning
- maximum variance unfolding
- subject to linear constraints
- data sets
- random forests
- semi supervised learning
- multi class
- data points
- database systems
- data mining