most citedStrong Consistency of Prototype Based Clustering in Probabilistic Space

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stat.ML2010★ 6 cited

Strong Consistency of Prototype Based Clustering in Probabilistic Space

Vladimir Nikulin, Geoffrey J. McLachlan

In this paper we formulate in general terms an approach to prove strong consistency of the Empirical Risk Minimisation inductive principle applied to the prototype or distance base…