Generalization Bounds for Adversarial Metric Learning.
Wen WenHan LiHong ChenRui WuLingjuan WuLiangxuan ZhuPublished in: IJCAI (2023)
Keyphrases
- metric learning
- generalization bounds
- data dependent
- learning theory
- generalization ability
- learning problems
- learning tasks
- distance metric
- model selection
- linear classifiers
- multi task
- semi supervised
- pairwise
- distance function
- kernel matrix
- dimensionality reduction
- feature space
- vc dimension
- semi supervised learning
- kernel machines
- learning machines
- learning algorithm
- data sets
- supervised learning
- support vector machine
- distance measure
- multi class
- pattern recognition
- support vector
- euclidean distance
- cross validation
- support vector machine svm
- upper bound
- kernel learning