Theory of the Sample Mean of Structures

نویسندگان

  • Brijnesh J. Jain
  • Klaus Obermayer
چکیده

Graphs often occur as ”natural” representations of structured objects in different application areas of machine learning. To adopt methods like central clustering or principal component analysis for graphs, an understanding of the structural version of the sample mean is imperative. We present an analytic and geometric view of the structural mean.

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تاریخ انتشار 2007