McKernel: A Library for Approximate Kernel Expansions in Log-linear Time

    Joachim D. Curtó
    Joachim D. Curtó
    Irene C. Zarza
    Irene C. Zarza
    Feng Yang
    Feng Yang
    Fernando De La Torre
    Fernando De La Torre
    Chong-Wah Ngo
    Chong-Wah Ngo
    Cited by: 0|Bibtex|17|

    arXiv: Learning, 2017.

    Abstract:

    McKernel is a C++ library for large-scale machine learning. It contains a CPU optimized implementation of the Fastfood algorithm that allows the computation of approximated kernel expansions in log-linear time. The algorithm requires to compute the product of Walsh Hadamard Transform (WHT) matrices. A cache friendly SIMD Fast Walsh Hadama...More
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