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Hochdimensionale Statistik: faszinierende Möglichkeiten und fundamentale Grenzen
(2014)Presentation -
The Mathematics of High-Dimensional Statistics
(2014)In many areas of science, data arises which are used for inference in complex models. The statistical inference problem is high-dimensional if the number of parameters in the model exceeds the number of observations in the data. While standard statistical procedures fail in such cases, sparse methods have proven to be successful for a broad spectrum of applications, including the celebrated compressed sensing methodology (Candes, Romberg ...Presentation -
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