Adaptive Margin Based Deep Adversarial Metric Learning.
Zhuoyi WangYigong WangBo DongPracheta SahooKevin W. HamlenLatifur KhanPublished in: BigDataSecurity/HPSC/IDS (2020)
Keyphrases
- metric learning
- distance metric
- distance metric learning
- semi supervised
- machine learning and pattern recognition
- pairwise
- pairwise constraints
- learning tasks
- nearest neighbor classification
- multi task
- multi class
- dimensionality reduction
- mahalanobis metric
- feature space
- distance function
- margin maximization
- unlabeled data
- maximum variance unfolding
- subject to linear constraints
- semi supervised learning
- reinforcement learning
- support vector machine
- feature extraction