Transformers as Support Vector Machines.
Davoud Ataee TarzanaghYingcong LiChristos ThrampoulidisSamet OymakPublished in: CoRR (2023)
Keyphrases
- support vector
- learning machines
- large margin classifiers
- kernel methods
- logistic regression
- support vector machine
- classification accuracy
- multi class
- kernel function
- support vectors
- support vector regression
- hyperplane
- artificial intelligence
- case study
- generalization ability
- similarity measure
- rbf kernel
- maximum margin
- radial basis function
- cross validation
- svm classifier
- real world
- training examples
- image classification
- multiscale