"k-Means"的相关文档

标签“k-Means”的相关文档，共9条

Near-Optimal Algorithms for Explainable k-Medians and k-Means
Near-optimalAlgorithmsforExplainablek-Mediansandk-MeansKonstantinMakarychev1LirenShan1Abstractscriptionisnotnecessarilyeasytointerpretforahuman.Everyk-mediansork-MeansclusteringisdeﬁnedbyasetWecon...
for and Algorithms k-Means Near-Optimal
2023-11-16 19:15:321370317.65 KB10
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Locally Private k-Means in One Round
LocallyPrivatek-MeansinOneRoundAlisaChang1BadihGhazi1RaviKumar1PasinManurangsi1Abstractandpracticalpointsofview.Theresearchliteratureonk-Meansisextensive,withnumerousapplicationsnotonlyinWeprovidea...
in Private k-Means One Locally
2023-11-16 19:05:10808673.77 KB8
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Simple and sharp analysis of k-Means
SimpleandSharpAnalysisofk-MeansVa´clavRozhonˇ1AbstractIntheiralgorithmonepassesthroughthedatasetonlyfewtimestoextractasetofroughlyO(k)candidatecenters,Wepresentasimpleanalysisoffromwhichonelaterc...
of and Analysis simple k-Means
2023-11-14 21:46:251083304.9 KB22
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Explainable k-Means and k-Medians Clustering
Explainablek-Meansandk-MediansClusteringSanjoyDasgupta1NaveFrost2MichalMoshkovitz1CyrusRashtchian1Abstractandtheexplanationsdependheavilyonthegivenmodel.Thishasraisedconcernsabouttheapplicabilityof...
and Clustering k-Means Explainable k-Medians
2023-11-14 21:44:071654672.77 KB19
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Power k-Means Clustering
Powerk-MeansClusteringJasonXu1KennethLange2Abstractforimplementingit(Steinhaus,1956;Lloyd,1982).Lloyd’salgorithmalternatesbetweentwostepsofmembershipre-Clusteringisafundamentaltaskinunsupervisedas...
Clustering k-Means Power
2023-11-13 14:48:16703599.14 KB20
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k-Means clustering using random matrix sparsification
k-MeansclusteringusingrandommatrixsparsiﬁcationKaushikSinha1Abstractalgorithmbeginswithkarbitrary“clustercenters”,andineachiteration,eachpointisassignedtothenearestclusterk-Meansclusteringalgori...
Using Matrix random Clustering k-Means
2023-11-13 11:59:511760574.09 KB3
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Deep k-Means Re-Training and Parameter Sharing with Harder Cluster Assignments for Compressing Deep Convolutions
Deepk-Means:Re-TrainingandParameterSharingwithHarderClusterAssignmentsforCompressingDeepConvolutionsJunruWu1YueWang2ZhenyuWu1ZhangyangWang1AshokVeeraraghavan2YingyanLin2Abstract1.IntroductionThecur...
and with Deep k-Means Parameter
2023-11-13 11:59:241615413.36 KB17
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Uniform Deviation Bounds for k-Means Clustering
UniformDeviationBoundsfork-MeansClusteringOlivierBachem1MarioLucic1S.HamedHassani1AndreasKrause1AbstractRelatedwork.TraditionalVapnik-Chervonenkistheoryprovidestoolstoobtainuniformdeviationboundsfo...
for Clustering k-Means bounds Uniform
2023-11-12 20:45:271241555.15 KB7
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Distributed and Provably Good Seedings for k-Means in Constant Rounds
DistributedandProvablyGoodSeedingsfork-MeansinConstantRoundsOlivierBachem1MarioLucic1AndreasKrause1Abstracttheoreticalguaranteeonthesolutionqualitywhilethesub-sequentreﬁnementusingLloyd’salgorith...
for Distributed and Provably Good
2023-11-12 20:44:15637300.53 KB12
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