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Homotopy continuation approaches for robust SV classification and regression.

, , , , and . Mach. Learn., 106 (7): 1009-1038 (2017)

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Optimizing SVR Hyperparameters via Fast Cross-Validation using AOSVR., and . IJCNN, page 1186-1191. IEEE, (2007)Multiple Graph Label Propagation by Sparse Integration., and . IEEE Trans. Neural Networks Learn. Syst., 24 (12): 1999-2012 (2013)Multiple Incremental Decremental Learning of Support Vector Machines., and . NIPS, page 907-915. Curran Associates, Inc., (2009)Active learning for level set estimation under cost-dependent input uncertainty., , , and . CoRR, (2019)Adaptive edge weighting for graph-based learning algorithms., and . Mach. Learn., 106 (2): 307-335 (2017)Regularization Path of Cross-Validation Error Lower Bounds., , , and . NIPS, page 1675-1683. (2015)Revised Optimizer of SVR Hyperparameters Minimizing Cross-Validation Error., , and . IJCNN, page 319-326. IEEE, (2006)Multi-parametric solution-path algorithm for instance-weighted support vector machines., , , and . Mach. Learn., 88 (3): 297-330 (2012)Homotopy continuation approaches for robust SV classification and regression., , , , and . Mach. Learn., 106 (7): 1009-1038 (2017)Optimizing Sparse Kernel Ridge Regression hyperparameters based on leave-one-out cross-validation., and . IJCNN, page 3463-3468. IEEE, (2008)