Quadrature-based features for kernel approximation

11 February 2018

Papers citing "Quadrature-based features for kernel approximation"

7 / 7 papers shown

Title
Fast Summation of Radial Kernels via QMC Slicing Johannes Hertrich Tim Jahn Michael Quellmalz 44 5 0 02 Oct 2024
Orthogonal Random Features Felix X. Yu A. Suresh K. Choromanski D. Holtmann-Rice Sanjiv Kumar 69 221 0 28 Oct 2016
TripleSpin - a generic compact paradigm for fast machine learning computations K. Choromanski Francois Fagan Cédric Gouy-Pailler Anne Morvan Vikas Sindhwani Jamal Atif 57 7 0 29 May 2016
On the Error of Random Fourier Features Danica J. Sutherland J. Schneider 65 189 0 09 Jun 2015
Quasi-Monte Carlo Feature Maps for Shift-Invariant Kernels H. Avron Vikas Sindhwani Jiyan Yang Michael W. Mahoney 59 166 0 29 Dec 2014
High-performance Kernel Machines with Implicit Distributed Optimization and Randomization Vikas Sindhwani H. Avron 47 23 0 03 Sep 2014
Fastfood: Approximate Kernel Expansions in Loglinear Time Quoc V. Le Tamás Sarlós Alex Smola 71 442 0 13 Aug 2014