Deep Metric Learning with Alternating Projections onto Feasible Sets.
Ogul CanYeti Ziya GürbüzA. Aydin AlatanPublished in: CoRR (2019)
Keyphrases
- metric learning
- distance metric
- distance metric learning
- semi supervised
- pairwise
- semi supervised clustering
- machine learning and pattern recognition
- learning tasks
- dimensionality reduction
- nearest neighbor classification
- person re identification
- distance function
- multi task
- convex sets
- feature space
- mahalanobis metric
- semi supervised learning
- nearest neighbor
- distance measure
- background knowledge
- maximum variance unfolding
- subject to linear constraints
- feature selection
- text categorization
- collaborative filtering
- learning process
- database systems
- decision trees
- image processing