Self-Taught Metric Learning without Labels.
Sungyeon KimDongwon KimMinsu ChoSuha KwakPublished in: CoRR (2022)
Keyphrases
- metric learning
- pairwise
- fully supervised
- distance metric
- distance metric learning
- semi supervised
- pairwise constraints
- nearest neighbor classification
- learning tasks
- multi task
- distance function
- dimensionality reduction
- feature space
- semi supervised clustering
- training data
- multi label
- machine learning and pattern recognition
- class labels
- semi supervised learning
- training set
- maximum variance unfolding
- mahalanobis metric
- e learning
- semidefinite programming
- training examples
- distance measure
- multi class
- high dimensional