Deep Metric Learning with BIER: Boosting Independent Embeddings Robustly.
Michael OpitzGeorg WaltnerHorst PosseggerHorst BischofPublished in: CoRR (2018)
Keyphrases
- metric learning
- dimensionality reduction
- distance metric
- distance metric learning
- pairwise
- semi supervised
- learning tasks
- machine learning and pattern recognition
- feature space
- distance function
- feature selection
- multi task
- mahalanobis metric
- manifold learning
- semi supervised learning
- low dimensional
- principal component analysis
- data points
- feature extraction
- machine learning
- euclidean space
- subject to linear constraints
- learning problems
- vector space
- high dimensional data
- multi class
- decision trees