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ParK: Sound and Efficient Kernel Ridge Regression by Feature Space Partitions.

, , , и . NeurIPS, стр. 6430-6441. (2021)

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Lorenzo Cubillos

Lorenzo Zani

Lorenzo Pettazzi

Lorenzo Sguaitamatti

Lorenzo Guiducci

 

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Kernels for Vector-Valued Functions: a Review, , и . CoRR, (2011)Generalization Properties and Implicit Regularization for Multiple Passes SGM., , и . ICML, том 48 из JMLR Workshop and Conference Proceedings, стр. 2340-2348. JMLR.org, (2016)NYTRO: When Subsampling Meets Early Stopping., , , и . AISTATS, том 51 из JMLR Workshop and Conference Proceedings, стр. 1403-1411. JMLR.org, (2016)Statistical and Computational Trade-Offs in Kernel K-Means., и . CoRR, (2019)Solving Structured Sparsity Regularization with Proximal Methods., , , , и . ECML/PKDD (2), том 6322 из Lecture Notes in Computer Science, стр. 418-433. Springer, (2010)On Learnability, Complexity and Stability., , и . Empirical Inference, стр. 59-69. Springer, (2013)A method for robust variable selection with significance assessment., , , и . ESANN, стр. 83-88. (2008)Regularized ERM on random subspaces., , , и . AISTATS, том 130 из Proceedings of Machine Learning Research, стр. 4006-4014. PMLR, (2021)A Weakly Supervised Strategy for Learning Object Detection on a Humanoid Robot., , , , и . Humanoids, стр. 194-201. IEEE, (2019)Mathematics of the Neural Response., , , , и . Found. Comput. Math., 10 (1): 67-91 (2010)