Software written by Tao Shi

  1. Data Spectroscopic clustering (DaSpec):

    This matlab code implements the DaSpec algorithm using either a data-adaptively chosen or user-defined bandwidth for Gaussian kernels. The algorithm returns clustering labels (and other optional outputs).

    Related publication:

    Data Spectroscopy: Eigenspaces of Convolution Operators and Clustering [ pdf ]
    Tao Shi, Mikhail Belkin and Bin Yu (2009)
    Annals of Statistics, 37 (6B), 3960-3984. (DOI: 10.1214/09-AOS700)

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