Random Fourier Features for Operator-Valued Kernels

9 May 2016

Papers citing "Random Fourier Features for Operator-Valued Kernels"

12 / 12 papers shown

Title
Nonparametric estimation of Hawkes processes with RKHSs Anna Bonnet Maxime Sangnier 61 0 0 01 Nov 2024
Simultaneous System Identification and Model Predictive Control with No Dynamic Regret Hongyu Zhou Vasileios Tzoumas 119 4 0 04 Jul 2024
Hyperparameter Optimization for Randomized Algorithms: A Case Study on Random Features Oliver R. A. Dunbar Nicholas H. Nelsen Maya Mutic 104 8 0 30 Jun 2024
On the Error of Random Fourier Features Danica J. Sutherland J. Schneider 62 189 0 09 Jun 2015
Optimal Rates for Random Fourier Features Bharath K. Sriperumbudur Z. Szabó 54 130 0 06 Jun 2015
On the Equivalence between Kernel Quadrature Rules and Random Feature Expansions Francis R. Bach 53 34 0 24 Feb 2015
A la Carte - Learning Fast Kernels Zichao Yang Alex Smola Le Song A. Wilson 42 132 0 19 Dec 2014
Scalable Matrix-valued Kernel Learning for High-dimensional Nonlinear Multivariate Regression and Granger Causality Vikas Sindhwani H. Q. Minh A. Lozano 92 59 0 09 Aug 2014
Online Learning with Multiple Operator-valued Kernels Julien Audiffren Hachem Kadri 59 6 0 01 Nov 2013
Multiclass Learning with Simplex Coding Youssef Mroueh T. Poggio Lorenzo Rosasco Jean-Jacques E. Slotine 69 52 0 06 Sep 2012
Kernels for Vector-Valued Functions: a Review Mauricio A. Alvarez Lorenzo Rosasco Neil D. Lawrence GP 150 918 0 30 Jun 2011
Refinement of Operator-valued Reproducing Kernels Yuesheng Xu Haizhang Zhang Qinghui Zhang 51 25 0 07 Feb 2011