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Adrien Saumard

23 papers hereh-index 12600 citations39 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author6
  • first author4
  • middle author1
  • last author12

Across the 23 of 23 papers where every author was matched, so the position is known.

fields
  • math.ST17
  • math.PR5
  • stat.ME1

identity via Semantic Scholar / OpenAlex

activity
20112026
most citedSlope heuristics and V-Fold model selection in heteroscedastic regression using strongly localized bases

10 citations · 20 across the 19 of their papers we have counts for

collaborators
Showing 2018Show all

3 papers · 1 filter

math.PR2018★ 1 cited

An extremal property of the normal distribution, with a discrete analog

Erwan Hillion, Oliver Johnson, Adrien Saumard

We prove, using the Brascamp-Lieb inequality, that the Gaussian measure is the only strong log-concave measure having a strong log-concavity parameter equal to its covariance matri…

math.PR2018

Weighted Poincaré inequalities, concentration inequalities and tail bounds related to the Stein kernels in dimension one

Adrien Saumard

We investigate links between the so-called Stein's density approach in dimension one and some functional and concentration inequalities. We show that measures having a finite first…

math.ST2018

Finite sample improvement of Akaike's Information Criterion

Adrien Saumard, Fabien Navarro

We emphasize that it is possible to improve the principle of unbiased risk estimation for model selection by addressing excess risk deviations in the design of penalization procedu…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.