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    NIPS
    2004
    136views Information Technology» more  NIPS 2004»
    The Laplacian PDF Distance: A Cost Function for Clustering in a Kernel Feature Space
    14 years 1 months ago
    The Laplacian PDF Distance: A Cost Function for Clustering in a Kernel Feature Space
    Download  books.nips.cc
    A new distance measure between probability density functions (pdfs) is introduced, which we refer to as the Laplacian pdf distance. The Laplacian pdf distance exhibits a remarkabl...
    Robert Jenssen, Deniz Erdogmus, José Carlos...
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    ICIC
    2007
    Springer
    97views Applied Computing» more  ICIC 2007»
    A Sparse Kernel Density Estimation Algorithm Using Forward Constrained Regression
    14 years 6 months ago
    A Sparse Kernel Density Estimation Algorithm Using Forward Constrained Regression
    Download  users.ecs.soton.ac.uk
    Abstract. Using the classical Parzen window (PW) estimate as the target function, the sparse kernel density estimator is constructed in a forward constrained regression manner. The...
    Xia Hong, Sheng Chen, Chris Harris
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