Metric learning with clustering-based constraints.
Xinyao GuoChuangyin DangJianqing LiangWei WeiJiye LiangPublished in: Int. J. Mach. Learn. Cybern. (2021)
Keyphrases
- metric learning
- semi supervised clustering
- distance metric
- distance metric learning
- pairwise similarities
- pairwise constraints
- semi supervised
- pairwise
- machine learning and pattern recognition
- learning tasks
- nearest neighbor classification
- distance function
- multi task
- person re identification
- mahalanobis metric
- dimensionality reduction
- background knowledge
- pattern recognition
- decision trees
- semi supervised learning
- semi definite programming
- computer vision
- machine learning algorithms
- linear programming
- data analysis
- maximum variance unfolding