skylark::sketch::FastRFT_t< InputMatrixType, OutputMatrixType > Class Template Reference

#include <FRFT.hpp>

Inheritance diagram for skylark::sketch::FastRFT_t< InputMatrixType, OutputMatrixType >:

Collaboration diagram for skylark::sketch::FastRFT_t< InputMatrixType, OutputMatrixType >:

List of all members.

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Detailed Description

template<typename InputMatrixType, typename OutputMatrixType = InputMatrixType>
class skylark::sketch::FastRFT_t< InputMatrixType, OutputMatrixType >

Fast Random Features Transform

Sketch transform into Eucledian space of fuctions in an RKHS implicitly defined by a vector and a shift invariant kernel. Fast variant (also known as Fastfood).

See: Q. Le, T. Sarlos, A. Smola Fastfood - Approximating Kernel Expansions in Loglinear Time ICML 2013.

Definition at line 24 of file FRFT.hpp.

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The documentation for this class was generated from the following file:

• /var/lib/jenkins/jobs/Skylark/workspace/sketch/FRFT.hpp