K-means++:FewMoreStepsYieldConstantApproximationDavinChoo1ChristophGrunau1JulianPortmann1Va´clavRozhonˇ1Abstractapproximationalgorithmsexist(Jain&Vazirani,2001;Kanungoetal.,2004).Forconstantdimen...
ABetterK-means++AlgorithmviaLocalSearchSilvioLattanzi1ChristianSohler1AbstractTheK-means++seedingalgorithm(Arthur&Vassilvitskii,2007)isasimplewaytoimproveLloyd’salgorithm.TheInthispaper,wedevelopa...
Nystro¨mMethodwithKernelK-means++SamplesasLandmarksDinoOglic12ThomasGa¨rtner2AbstractoreigendecompositionwhichscaleasOn3.ToovercomethiscomputationalshortcomingandscalekernelmethodsWeinvestigate,t...