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A New Algorithm and Theory for Penalized Regression-based Clustering

Clustering is unsupervised and exploratory in nature. Yet, it can be performed through penalized regression with grouping pursuit, as demonstrated in Pan et al. (2013). In this paper, we develop a more efficient algorithm for scalable computation and a new theory of clustering consistency for the me...

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Bibliografski detalji
Izdano u:J Mach Learn Res
Glavni autori: Wu, Chong, Kwon, Sunghoon, Shen, Xiaotong, Pan, Wei
Format: Artigo
Jezik:Inglês
Izdano: 2016
Teme:
Online pristup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6818515/
https://ncbi.nlm.nih.gov/pubmed/31662706
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