172 citations · 763 across the 43 of their papers we have counts for
3 papers · 2 filters
Early stopping for statistical inverse problems via truncated SVD estimation
Gilles Blanchard, Marc Hoffmann, Markus Reiß
We consider truncated SVD (or spectral cut-off, projection) estimators for a prototypical statistical inverse problem in dimension . Since calculating the singular value decompo…
Post hoc inference via joint family-wise error rate control
Gilles Blanchard, Pierre Neuvial, Etienne Roquain
We introduce a general methodology for post hoc inference in a large-scale multiple testing framework. The approach is called "user-agnostic" in the sense that the statistical guar…
Minimax Euclidean Separation Rates for Testing Convex Hypotheses in
Gilles Blanchard, Alexandra Carpentier, Maurilio Gutzeit
We consider composite-composite testing problems for the expectation in the Gaussian sequence model where the null hypothesis corresponds to a convex subset of $\math…