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Regularized Parameter Estimation in High-Dimensional Gaussian Mixture Models

Finite gaussian mixture models are widely used in statistics thanks to their great flexibility. However, parameter estimation for gaussian mixture models with high dimensionality can be challenging because of the large number of parameters that need to be estimated. In this letter, we propose a pena...

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Sonraí Bibleagrafaíochta
Foilsithe in:Neural Comput
Main Authors: Ruan, Lingyan, Yuan, Ming, Zou, Hui
Formáid: Artigo
Teanga:Inglês
Foilsithe: 2011
Ábhair:
Rochtain Ar Líne:https://ncbi.nlm.nih.gov/pmc/articles/PMC5638044/
https://ncbi.nlm.nih.gov/pubmed/21395439
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1162/NECO_a_00128
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