172 citations · 763 across the 43 of their papers we have counts for
Showing 2020 · stat.MLShow all
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stat.ML2020★ 1 cited
High-Dimensional Multi-Task Averaging and Application to Kernel Mean Embedding
Hannah Marienwald, Jean-Baptiste Fermanian, Gilles Blanchard
We propose an improved estimator for the multi-task averaging problem, whose goal is the joint estimation of the means of multiple distributions using separate, independent data se…
stat.ML2020★ 1 cited
Online Orthogonal Matching Pursuit
El Mehdi Saad, Gilles Blanchard, Sylvain Arlot
Greedy algorithms for feature selection are widely used for recovering sparse high-dimensional vectors in linear models. In classical procedures, the main emphasis was put on the s…