832 citations · 3k across the 34 of their papers we have counts for
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math.ST2008★ 9 cited
Nemirovski's Inequalities Revisited
Lutz Duembgen, Sara van de Geer, Mark Veraar +1
An important tool for statistical research are moment inequalities for sums of independent random vectors. Nemirovski and coworkers (1983, 2000) derived one particular type of such…
stat.ML2008★ 473 cited
High-dimensional additive modeling
Lukas Meier, Sara van de Geer, Peter Bühlmann
We propose a new sparsity-smoothness penalty for high-dimensional generalized additive models. The combination of sparsity and smoothness is crucial for mathematical theory as well…