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
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4 papers · 1 filter

stat.ML2020★ 2 cited

Equitable and Optimal Transport with Multiple Agents

Meyer Scetbon, Laurent Meunier, Jamal Atif +1

We introduce an extension of the Optimal Transport problem when multiple costs are involved. Considering each cost as an agent, we aim to share equally between agents the work of t…

stat.ML2018★ 2 cited

The Weighted Kendall and High-order Kernels for Permutations

Yunlong Jiao, Jean-Philippe Vert

We propose new positive definite kernels for permutations. First we introduce a weighted version of the Kendall kernel, which allows to weight unequally the contributions of differ…

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…

stat.ML2010★ 9 cited

Increasing stability and interpretability of gene expression signatures

Anne-Claire Haury, Laurent Jacob, Jean-Philippe Vert

Motivation : Molecular signatures for diagnosis or prognosis estimated from large-scale gene expression data often lack robustness and stability, rendering their biological interpr…