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

, , and . SDM, page 163-171. SIAM, (2020)The conference was canceled because of the coronavirus pandemic, the reviewed papers are published in this volume..

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Asymptotic Behaviors of Support Vector Machines with Gaussian Kernel., and . Neural Computation, 15 (7): 1667-1689 (2003)LIBSVM: a library for support vector machines, and . ACM Transactions on Intelligent Systems and Technology (TIST), 2 (3): 27 (April 2011)Field-aware Factorization Machines for CTR Prediction., , , and . RecSys, page 43-50. ACM, (2016)A dual coordinate descent method for large-scale linear SVM., , , , and . ICML, volume 307 of ACM International Conference Proceeding Series, page 408-415. ACM, (2008)A Learning-Rate Schedule for Stochastic Gradient Methods to Matrix Factorization., , , and . PAKDD (1), volume 9077 of Lecture Notes in Computer Science, page 442-455. Springer, (2015)Dense Non-rigid Point-Matching Using Random Projections., , and . CVPR, page 2914-2921. IEEE Computer Society, (2013)Fast Matrix-Vector Multiplications for Large-Scale Logistic Regression on Shared-Memory Systems., , and . ICDM, page 835-840. IEEE Computer Society, (2015)A comparison of methods for multiclass support vector machines., and . IEEE Trans. Neural Networks, 13 (2): 415-425 (2002)Novel Models and Ensemble Techniques to Discriminate Favorite Items from Unrated Ones for Personalized Music Recommendation., , , , , , , , , and 15 other author(s). KDD Cup, volume 18 of JMLR Proceedings, page 101-135. JMLR.org, (2012)A note on Platt's probabilistic outputs for support vector machines., , and . Mach. Learn., 68 (3): 267-276 (2007)