Towards Certified Robustness of Metric Learning.
Xiaochen YangYiwen GuoMingzhi DongJing-Hao XuePublished in: CoRR (2020)
Keyphrases
- metric learning
- distance metric learning
- distance metric
- learning tasks
- semi supervised
- pairwise
- person re identification
- machine learning and pattern recognition
- multi task
- dimensionality reduction
- nearest neighbor classification
- semi supervised clustering
- feature space
- mahalanobis metric
- distance function
- subject to linear constraints
- semi supervised learning
- data analysis
- neural network
- similarity search
- unsupervised learning
- prior knowledge
- feature vectors
- pattern recognition