conftrace_

random fourier feature

59 papers

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Also known as

RFF

Co-occurring keywords

kernel methods (1097) kernel approximation (100) gaussian process (1200) kernel ridge regression (111) gaussian kernel (60) reproducing kernel hilbert space (334) variational inference (2069) spectral approximation (15) online gradient descent (39) approximation theory (77)

Papers

Large Scale Online Kernel Learning JMLR 2016
DR-ABC: Approximate Bayesian Computation with Kernel-Based Distribution Regression ICML 2016
Random Fourier Features For Operator-Valued Kernels ACML 2016
Orthogonal Random Features NIPS 2016
Spherical Random Features for Polynomial Kernels NIPS 2015
Hilbert maps: scalable continuous occupancy mapping with stochastic gradient descent RSS 2015
Optimal Rates for Random Fourier Features NIPS 2015
Approximate Inference in Continuous Determinantal Processes NIPS 2013
Nyström Method vs Random Fourier Features: A Theoretical and Empirical Comparison NIPS 2012