Deep Metric Learning with Chance Constraints.
Yeti Ziya GürbüzOgul CanA. Aydin AlatanPublished in: WACV (2024)
Keyphrases
- metric learning
- chance constraints
- chance constrained
- distance metric
- distance metric learning
- semi supervised
- robust optimization
- pairwise
- learning tasks
- stochastic programming
- dimensionality reduction
- multi task
- feature space
- kernel matrix
- distance function
- machine learning
- mahalanobis metric
- principal component analysis
- computationally tractable
- knapsack problem
- multistage
- background knowledge
- learning experience
- reverse logistics
- high dimensional