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On the Impact of Kernel Approximation on Learning Accuracy.

, , и . AISTATS, том 9 из JMLR Proceedings, стр. 113-120. JMLR.org, (2010)

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David Cortés

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Moment Kernels for Regular Distributions., и . Mach. Learn., 60 (1-3): 117-134 (2005)Support-Vector Networks., и . Mach. Learn., 20 (3): 273-297 (1995)L2 Regularization for Learning Kernels, , и . CoRR, (2012)Stability Analysis and Learning Bounds for Transductive Regression Algorithms, , , и . CoRR, (2009)Adaptation Algorithm and Theory Based on Generalized Discrepancy., , и . KDD, стр. 169-178. ACM, (2015)Invited talk: Can learning kernels help performance?. ICML, том 382 из ACM International Conference Proceeding Series, стр. 1. ACM, (2009)Online Learning with Abstention., , , , и . ICML, том 80 из Proceedings of Machine Learning Research, стр. 1067-1075. PMLR, (2018)Structural Maxent Models., , , и . ICML, том 37 из JMLR Workshop and Conference Proceedings, стр. 391-399. JMLR.org, (2015)On-Line Learning Algorithms for Path Experts with Non-Additive Losses., , , и . COLT, том 40 из JMLR Workshop and Conference Proceedings, стр. 424-447. JMLR.org, (2015)On the Impact of Kernel Approximation on Learning Accuracy., , и . AISTATS, том 9 из JMLR Proceedings, стр. 113-120. JMLR.org, (2010)