Random Fourier Features via Fast Surrogate Leverage Weighted Sampling

Random Fourier Features via Fast Surrogate Leverage Weighted Sampling

20 November 2019

Xiaolin Huang

Jie Yang

Johan A. K. Suykens

Papers citing "Random Fourier Features via Fast Surrogate Leverage Weighted Sampling"

8 / 8 papers shown

Title
Tensor Sketch: Fast and Scalable Polynomial Kernel Approximation Ninh Pham Rasmus Pagh 42 0 0 13 May 2025
FIM: Frequency-Aware Multi-View Interest Modeling for Local-Life Service Recommendation Guoquan Wang Qiang Luo Weisong Hu Pengfei Yao Wencong Zeng Guorui Zhou Kun Gai AI4TS 56 0 0 23 Apr 2025
On The Relative Error of Random Fourier Features for Preserving Kernel Distance Kuan Cheng S. Jiang Luojian Wei Zhide Wei 57 1 0 01 Oct 2022
Quantum Adaptive Fourier Features for Neural Density Estimation Joseph A. Gallego-Mejia Fabio A. González 20 9 0 01 Aug 2022
Generalized Leverage Scores: Geometric Interpretation and Applications Bruno Ordozgoiti Antonis Matakos Aristides Gionis 37 4 0 16 Jun 2022
Towards a Unified Quadrature Framework for Large-Scale Kernel Machines Fanghui Liu Xiaolin Huang Yudong Chen Johan A. K. Suykens 31 4 0 03 Nov 2020
Random Features for Kernel Approximation: A Survey on Algorithms, Theory, and Beyond Fanghui Liu Xiaolin Huang Yudong Chen Johan A. K. Suykens BDL 51 172 0 23 Apr 2020
Sharp analysis of low-rank kernel matrix approximations Francis R. Bach 91 281 0 09 Aug 2012