Deep Metric Learning via Facility Location.
Hyun Oh SongStefanie JegelkaVivek RathodKevin MurphyPublished in: CVPR (2017)
Keyphrases
- feature extraction
- metric learning
- facility location
- dimensionality reduction
- feature space
- distance metric learning
- distance metric
- network design
- integer programming
- pairwise
- semi supervised
- learning tasks
- lagrangian relaxation
- distance function
- mixed integer
- multi task
- feature selection
- mahalanobis metric
- multi criteria
- semi supervised learning
- similarity search
- euclidean distance
- labeled data
- evolutionary algorithm
- bayesian networks