Search Results for author: Ahmet Alper Özüdoğru

Found 1 papers, 0 papers with code

A Nearly Tight Analysis of Greedy k-means++

no code implementations16 Jul 2022 Christoph Grunau, Ahmet Alper Özüdoğru, Václav Rozhoň, Jakub Tětek

In their seminal work, Arthur and Vassilvitskii [SODA 2007] asked about the guarantees for its following \emph{greedy} variant: in every step, we sample $\ell$ candidate centers instead of one and then pick the one that minimizes the new cost.

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