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Theory of the Sample Mean of Structures
Citation key Jain20070
Author Jain, B. and Obermayer, K.
Pages 9-16
Year 2007
Journal LNVD 2007, Learning from Non-vectorial Data
Editor Geibel, P. and Jain, B.
Abstract Abstract. 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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