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Splitting Methods for Convex Clustering

Clustering is a fundamental problem in many scientific applications. Standard methods such as k-means, Gaussian mixture models, and hierarchical clustering, however, are beset by local minima, which are sometimes drastically suboptimal. Recently introduced convex relaxations of k-means and hierarchi...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:J Comput Graph Stat
Prif Awduron: Chi, Eric C., Lange, Kenneth
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: 2015
Pynciau:
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC4830509/
https://ncbi.nlm.nih.gov/pubmed/27087770
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/10618600.2014.948181
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