63 citations · 67 across the 3 of their papers we have counts for
3 papers
math.ST2009★ 63 cited
Adaptive Lasso for High Dimensional Regression and Gaussian Graphical Modeling
Shuheng Zhou, Sara van de Geer, Peter Bühlmann
We show that the two-stage adaptive Lasso procedure (Zou, 2006) is consistent for high-dimensional model selection in linear and Gaussian graphical models. Our conditions for consi…
math.ST2008
Optimal oracle inequalities for model selection
Charles Mitchell, Sara van de Geer
Model selection is often performed by empirical risk minimization. The quality of selection in a given situation can be assessed by risk bounds, which require assumptions both on t…
q-fin.RM2007★ 4 cited
Discussion of ``2004 IMS Medallion Lecture: Local Rademacher complexities and oracle inequalities in risk minimization'' by V. Koltchinskii
Sara van de Geer
Discussion of ``2004 IMS Medallion Lecture: Local Rademacher complexities and oracle inequalities in risk minimization'' by V. Koltchinskii [arXiv:0708.0083]