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Laboratory for Computational and Statistical Learning

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  1. GURLS GURLS Public

    GURLS: a Least Squares Library for Supervised Learning

    C++ 62 36

  2. FALKON_paper FALKON_paper Public

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

    MATLAB 29 9

  3. bless bless Public

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

    Python 16 2

  4. NystromCoRe NystromCoRe Public

    Rudi, A., Camoriano, R. and Rosasco, L., Less is more: Nyström computational regularization. In Advances in Neural Information Processing Systems, December 2015.

    MATLAB 12 4

  5. dpp-vfx dpp-vfx Public

    Experiments for the first very fast and exact DPP sampler (Dereziński M, Calandriello D, Valko M. Exact sampling of determinantal point processes with sublinear time preprocessing. NeurIPS 2019)

    Python 12 3

  6. RegML RegML Public

    MATLAB 12 26

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