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Efficient Gaussian process regression for large datasets
Gaussian processes are widely used in nonparametric regression, classification and spatiotemporal modelling, facilitated in part by a rich literature on their theoretical properties. However, one of their practical limitations is expensive computation, typically on the order of n(3) where n is the n...
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| Autori principali: | , , |
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| Natura: | Artigo |
| Lingua: | Inglês |
| Pubblicazione: |
2012
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| Soggetti: | |
| Accesso online: | https://ncbi.nlm.nih.gov/pmc/articles/PMC3712798/ https://ncbi.nlm.nih.gov/pubmed/23869109 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/biomet/ass068 |
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