172 citations · 763 across the 43 of their papers we have counts for
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math.ST2019
On agnostic post hoc approaches to false positive control
Gilles Blanchard, Pierre Neuvial, Etienne Roquain
This document is a book chapter which gives a partial survey on post hoc approaches to false positive control.
math.ST2019★ 6 cited
Lepskii Principle in Supervised Learning
Gilles Blanchard, Peter Mathé, Nicole Mücke
In the setting of supervised learning using reproducing kernel methods, we propose a data-dependent regularization parameter selection rule that is adaptive to the unknown regulari…
math.ST2019★ 11 cited
Convergence analysis of Tikhonov regularization for non-linear statistical inverse learning problems
Abhishake Rastogi, Gilles Blanchard, Peter Mathé
We study a non-linear statistical inverse learning problem, where we observe the noisy image of a quantity through a non-linear operator at some random design points. We consider t…