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a point v ∈ C ∗ i will be taken as a center with that ∑ x∈C∗ i d(x, v) ≤ 5D2 · cost(optk′)

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cs.LG 1

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2019 1

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CONDITIONAL 1

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Unexpected Effects of Online no-Substitution k-means Clustering

cs.LG · 2019-08-09 · conditional · novelty 8.0

For constant k, online no-substitution k-means needs Θ(1) centers when n is known or order is random, Θ(log n) centers for random order with n unknown, and Θ(n) centers for adversarial order when k≥2.

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  • Unexpected Effects of Online no-Substitution k-means Clustering cs.LG · 2019-08-09 · conditional · none · ref 7

    For constant k, online no-substitution k-means needs Θ(1) centers when n is known or order is random, Θ(log n) centers for random order with n unknown, and Θ(n) centers for adversarial order when k≥2.