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20052026
most citedHigh-dimensional graphs and variable selection with the Lasso

2.5k citations · 4k across the 54 of their papers we have counts for

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Showing 2012Show all

3 papers · 1 filter

math.ST2012★ 4 cited

Discussion: Latent variable graphical model selection via convex optimization

Steffen Lauritzen, Nicolai Meinshausen

Discussion of "Latent variable graphical model selection via convex optimization" by Venkat Chandrasekaran, Pablo A. Parrilo and Alan S. Willsky [arXiv:1008.1290].

stat.ME2012

Discussion of "Multiple Testing for Exploratory Research" by J. J. Goeman and A. Solari

Nicolai Meinshausen

Discussion of "Multiple Testing for Exploratory Research" by J. J. Goeman and A. Solari [arXiv:1208.2841].

stat.ME2012★ 1 cited

Sign-constrained least squares estimation for high-dimensional regression

Nicolai Meinshausen

Many regularization schemes for high-dimensional regression have been put forward. Most require the choice of a tuning parameter, using model selection criteria or cross-validation…