Calibrated neighborhood aware confidence measure for deep metric learning.
Maryna KarpushaSunghee YunIstván FehérváriPublished in: CoRR (2020)
Keyphrases
- metric learning
- confidence measure
- distance metric
- distance metric learning
- pairwise
- nearest neighbor classification
- semi supervised
- machine learning and pattern recognition
- confidence values
- dimensionality reduction
- multi task
- feature space
- learning tasks
- distance function
- semi supervised clustering
- semi supervised learning
- mahalanobis metric
- labeled data
- distance measure
- highly accurate
- pattern recognition
- support vector
- semi definite programming
- decision trees
- image processing