CPMetric: Deep Siamese Networks for Metric Learning on Structured Preferences.
Andrea LoreggiaNicholas MatteiFrancesca RossiKristen Brent VenablePublished in: IJCAI (2019)
Keyphrases
- metric learning
- distance metric learning
- distance metric
- semi supervised
- person re identification
- dimensionality reduction
- pairwise
- learning tasks
- multi task
- machine learning and pattern recognition
- feature space
- distance function
- nearest neighbor classification
- mahalanobis metric
- semi supervised clustering
- semi definite programming
- semi supervised learning
- labeled data
- maximum variance unfolding
- nonlinear dimensionality reduction
- multi class