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  1. LCSL/FALKON_paper LCSL/FALKON_paper Public

    FALKON implementation used in the experimental section of "FALKON: An Optimal Large Scale Kernel Method"

    MATLAB 29 7

  2. batch-bkb batch-bkb Public

    This repository contains an implementation of the Batch-BKB algorithm as described in the ICML 2020 paper "Near-linear time Gaussian process optimization with adaptive batching and resparsification…

    Python 13 1

  3. Tutorial_Kernels_MLSS2019_London Tutorial_Kernels_MLSS2019_London Public

    Tutorial on Kernels (with solutions) of MLSS 2019 @ London

    Jupyter Notebook 4

  4. LCSL/bless LCSL/bless Public

    Fast algorithm for leverage score sampling, low rank (kernel) matrix factorization and PCA

    Python 16 2