K-Medoids For K-Means Seeding

NeurIPS 2017 James NewlingFrançois Fleuret

We run experiments showing that algorithm clarans (Ng et al., 2005) finds better K-medoids solutions than the Voronoi iteration algorithm. This finding, along with the similarity between the Voronoi iteration algorithm and Lloyd's K-means algorithm, suggests that clarans may be an effective K-means initializer... (read more)

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