Connections between Support Vector Machines, Wasserstein distance and gradient-penalty GANs.
Alexia Jolicoeur-MartineauIoannis MitliagkasPublished in: CoRR (2019)
Keyphrases
- support vector
- learning machines
- large margin classifiers
- kernel function
- support vector machine
- distance measure
- objective function
- logistic regression
- hyperplane
- loss function
- feature selection
- learning algorithm
- kernel methods
- nearest neighbor
- distance transform
- generalization ability
- maximum margin
- penalty function
- gradient information
- edge detection
- classification accuracy
- gradient method