Partial label metric learning by collapsing classes.
Shuang XuMin YangYu ZhouRuirui ZhengWenpeng LiuJianjun HePublished in: Int. J. Mach. Learn. Cybern. (2020)
Keyphrases
- metric learning
- distance metric
- distance metric learning
- machine learning and pattern recognition
- pairwise
- semi supervised
- learning tasks
- class labels
- dimensionality reduction
- nearest neighbor classification
- semi supervised clustering
- distance function
- machine learning
- multi label
- multi task
- maximum variance unfolding
- subject to linear constraints
- supervised learning
- mahalanobis metric
- labeled data
- learning problems
- high dimensional
- database systems
- computer vision
- semi definite programming
- data sets