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Computational and statistical tradeoffs via convex relaxation
Modern massive datasets create a fundamental problem at the intersection of the computational and statistical sciences: how to provide guarantees on the quality of statistical inference given bounds on computational resources, such as time or space. Our approach to this problem is to define a notion...
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| Auteurs principaux: | , |
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| Format: | Artigo |
| Langue: | Inglês |
| Publié: |
National Academy of Sciences
2013
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| Sujets: | |
| Accès en ligne: | https://ncbi.nlm.nih.gov/pmc/articles/PMC3612621/ https://ncbi.nlm.nih.gov/pubmed/23479655 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1073/pnas.1302293110 |
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