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Simultaneous grouping pursuit and feature selection over an undirected graph*
In high-dimensional regression, grouping pursuit and feature selection have their own merits while complementing each other in battling the curse of dimensionality. To seek a parsimonious model, we perform simultaneous grouping pursuit and feature selection over an arbitrary undirected graph with ea...
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| Main Authors: | , , |
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| Format: | Artigo |
| Jezik: | Inglês |
| Izdano: |
2013
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| Teme: | |
| Online dostop: | https://ncbi.nlm.nih.gov/pmc/articles/PMC3787732/ https://ncbi.nlm.nih.gov/pubmed/24098061 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/01621459.2013.770704 |
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