output
20052022
most citedConsistency of random forests

599 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2011Show all

3 papers · 1 filter

stat.ML2011★ 127 cited

Group Lasso with Overlaps: the Latent Group Lasso approach

Guillaume Obozinski, Laurent Jacob, Jean-Philippe Vert

We study a norm for structured sparsity which leads to sparse linear predictors whose supports are unions of prede ned overlapping groups of variables. We call the obtained formula…

q-bio.MN2011★ 5 cited

Analysis of the impact degree distribution in metabolic networks using branching process approximation

Kazuhiro Takemoto, Takeyuki Tamura, Yang Cong +3

Theoretical frameworks to estimate the tolerance of metabolic networks to various failures are important to evaluate the robustness of biological complex systems in systems biology…

q-bio.QM2011★ 400 cited

The influence of feature selection methods on accuracy, stability and interpretability of molecular signatures

Anne-Claire Haury, Pierre Gestraud, Jean-Philippe Vert

Motivation: Biomarker discovery from high-dimensional data is a crucial problem with enormous applications in biology and medicine. It is also extremely challenging from a statisti…