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Phase transitions in semidefinite relaxations

Statistical inference problems arising within signal processing, data mining, and machine learning naturally give rise to hard combinatorial optimization problems. These problems become intractable when the dimensionality of the data is large, as is often the case for modern datasets. A popular idea...

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Bibliographische Detailangaben
Veröffentlicht in:Proc Natl Acad Sci U S A
Hauptverfasser: Javanmard, Adel, Montanari, Andrea, Ricci-Tersenghi, Federico
Format: Artigo
Sprache:Inglês
Veröffentlicht: National Academy of Sciences 2016
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4843421/
https://ncbi.nlm.nih.gov/pubmed/27001856
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1073/pnas.1523097113
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