Bilevel hyperparameter optimization for support vector classification : theoretical analysis and a solution method
Qingna Li, Zhen Li, Alain Zemkoho
| Year of publication: |
2022
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|---|---|
| Authors: | Li, Qingna ; Li, Zhen ; Zemkoho, Alain B. |
| Published in: |
Mathematical methods of operations research : ZOR. - Berlin : Springer, ISSN 1432-5217, ZDB-ID 1459420-1. - Vol. 96.2022, 3, p. 315-350
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| Subject: | Bilevel optimization | C-stationarity | Hyperparameter selection | Mathematical program with equilibrium constraints | Support vector classification | Mathematische Optimierung | Mathematical programming | Theorie | Theory | Klassifikation | Classification | Multikriterielle Entscheidungsanalyse | Multi-criteria analysis | Mustererkennung | Pattern recognition |
| Type of publication: | Article |
|---|---|
| Type of publication (narrower categories): | Aufsatz in Zeitschrift ; Article in journal |
| Language: | English |
| Other identifiers: | 10.1007/s00186-022-00798-6 [DOI] |
| Source: | ECONIS - Online Catalogue of the ZBW |
Persistent link: https://www.econbiz.de/10013455088