A review on consistency and robustness properties of support vector machines for heavy-tailed distributions
| Year of publication: |
2010
|
|---|---|
| Authors: | Messem, Arnout Van ; Christmann, Andreas |
| Published in: |
Advances in Data Analysis and Classification. - Springer. - Vol. 4.2010, 2, p. 199-220
|
| Publisher: |
Springer |
| Subject: | Regularized empirical risk minimization | Support vector machines | Consistency | Robustness | Bouligand influence function | Heavy tails |
| Extent: | text/html |
|---|---|
| Type of publication: | Article |
| Source: |
Persistent link: https://www.econbiz.de/10008674106