Towards Self-Adaptive Metric Learning On the Fly.
Yang GaoYifan LiSwarup ChandraLatifur KhanBhavani M. ThuraisinghamPublished in: WWW (2019)
Keyphrases
- metric learning
- distance metric
- distance metric learning
- dimensionality reduction
- pairwise
- machine learning and pattern recognition
- semi supervised
- person re identification
- learning tasks
- multi task
- nearest neighbor classification
- feature space
- semi supervised learning
- semi supervised clustering
- mahalanobis metric
- distance function
- background knowledge
- maximum variance unfolding
- subject to linear constraints
- semi definite programming
- euclidean distance
- active learning
- database systems
- image segmentation