Secure Metric Learning via Differential Pairwise Privacy.
Jing LiYuangang PanYulei SuiIvor W. TsangPublished in: CoRR (2020)
Keyphrases
- metric learning
- pairwise
- security issues
- sensitive data
- distance metric learning
- machine learning and pattern recognition
- semi supervised
- privacy preserving
- markov random field
- similarity measure
- multi class
- pairwise constraints
- mahalanobis metric
- distance metric
- multi task
- similarity function
- spectral clustering
- dimensionality reduction
- pairwise similarities
- feature space
- prior knowledge
- decision trees