Yet faster method to optimize SVR hyperparameters based on minimizing cross-validation error - researchr publication related

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Kenji Kobayashi, Daisuke Kitakoshi, Ryohei Nakano. Yet faster method to optimize SVR hyperparameters based on minimizing cross-validation error. In IEEE International Joint Conference on Neural Networks, IJCNN 2005, Montreal, QC, Canada, July 31 - August 4, 2005. pages 871-876, IEEE, 2005. [doi]

The following publications are possibly variants of this publication:

Revised Optimizer of SVR Hyperparameters Minimizing Cross-Validation ErrorMasayuki Karasuyama, Daisuke Kitakoshi, Ryohei Nakano. ijcnn 2006: 319-326 [doi]

Optimizing SVR Hyperparameters via Fast Cross-Validation using AOSVRMasayuki Karasuyama, Ryohei Nakano. ijcnn 2007: 1186-1191 [doi]

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