Adversarial Metric Learning with Naive Similarity Discriminator.
Yi-Ze LeYong FengDajiang LiuBaohua QiangPublished in: IEICE Trans. Inf. Syst. (2020)
Keyphrases
- metric learning
- distance metric
- distance function
- nearest neighbor classification
- distance metric learning
- semi supervised
- pairwise similarities
- euclidean distance
- similarity measure
- machine learning and pattern recognition
- positive semi definite
- pairwise
- multi task
- semi supervised clustering
- learning tasks
- nearest neighbor
- distance measure
- dimensionality reduction
- similarity function
- knn
- feature space
- semi supervised learning
- subject to linear constraints
- mahalanobis metric
- data points
- manifold learning
- multi class
- support vector
- face recognition
- database systems
- maximum variance unfolding
- decision trees
- knowledge base