172 citations · 763 across the 43 of their papers we have counts for
Showing 2021 · cs.LGShow all
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cs.LG2021★ 1 cited
Nonasymptotic one-and two-sample tests in high dimension with unknown covariance structure
Gilles Blanchard, Jean-Baptiste Fermanian
Let be an i.i.d. sample of square-integrable variables in , \GB{with common expectation and covariance matrix , both unkn…
cs.LG2021★ 1 cited
Topologically penalized regression on manifolds
Olympio Hacquard, Krishnakumar Balasubramanian, Gilles Blanchard +2
We study a regression problem on a compact manifold M. In order to take advantage of the underlying geometry and topology of the data, the regression task is performed on the basis…
cs.LG2021
Error rate control for classification rules in multiclass mixture models
Tristan Mary-Huard, Vittorio Perduca, Gilles Blanchard +1
In the context of finite mixture models one considers the problem of classifying as many observations as possible in the classes of interest while controlling the classification er…