Secure Metric Learning via Differential Pairwise Privacy.
Jing LiYuangang PanYulei SuiIvor W. TsangPublished in: IEEE Trans. Inf. Forensics Secur. (2020)
Keyphrases
- metric learning
- pairwise
- security issues
- sensitive data
- distance metric learning
- semi supervised
- privacy preserving
- distance metric
- machine learning and pattern recognition
- multi class
- pairwise similarities
- pairwise constraints
- spectral clustering
- markov random field
- distance function
- mahalanobis metric
- similarity measure
- similarity function
- learning tasks
- dimensionality reduction
- nearest neighbor
- domain knowledge
- simple linear
- high dimensional
- learning environment
- feature extraction