Two-variable Dual Coordinate Descent Methods for Linear SVM with/without the Bias Term

Chi-Cheng Chiu, Pin-Yen Lin, Chih-Jen Lin. Two-variable Dual Coordinate Descent Methods for Linear SVM with/without the Bias Term. In Carlotta Demeniconi, Nitesh V. Chawla, editors, Proceedings of the 2020 SIAM International Conference on Data Mining, SDM 2020, Cincinnati, Ohio, USA, May 7-9, 2020 [the conference was canceled because of the coronavirus pandemic, the reviewed papers are published in this volume]. pages 163-171, SIAM, 2020. [doi]

Abstract

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