Provably Robust Metric Learning.
Lu WangXuanqing LiuJinfeng YiYuan JiangCho-Jui HsiehPublished in: NeurIPS (2020)
Keyphrases
- metric learning
- distance metric learning
- distance metric
- pairwise
- dimensionality reduction
- machine learning and pattern recognition
- nearest neighbor classification
- semi supervised clustering
- semi supervised
- multi task
- feature space
- image classification
- learning tasks
- labeled data
- distance function
- pattern recognition
- subject to linear constraints
- person re identification
- maximum variance unfolding
- mahalanobis metric
- machine learning
- kernel learning
- semi supervised learning
- reinforcement learning
- training data
- learning algorithm