[mlpack-svn] [MLPACK] #200: compute kernel convolution integrals

[MLPACK Trac]

#200: compute kernel convolution integrals
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  Reporter:  nslagle                                                    |        Owner:              
      Type:  defect                                                     |       Status:  new         
  Priority:  major                                                      |    Milestone:  mlpack 1.0.1
 Component:  mlpack                                                     |   Resolution:              
  Keywords:  kernel, convolution, least squares cross validation score  |     Blocking:  147, 148    
Blocked By:  199                                                        |  
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Changes (by nslagle):

  * milestone:  => mlpack 1.0.1


Old description:

> To calculate least squares cross validation scores, we need to compute
> convolution integrals for the various kernels.  Unfortunately, these are
> non-trivial for non-Gaussian kernels.

New description:

 To calculate least squares cross validation scores, we need to compute
 convolution integrals for the various kernels.  Unfortunately, these are
 non-trivial for non-Gaussian kernels.  As a temporary solution, we can
 provide expressions for convolution integrals for one or two dimensions.

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Ticket URL: <https://trac.research.cc.gatech.edu/fastlab/ticket/200#comment:1>
MLPACK <www.fast-lab.org>
MLPACK is an intuitive, fast, and scalable C++ machine learning library developed by the FASTLAB at Georgia Tech under Dr. Alex Gray.