Adrien Saumard

activity

20172020

most citedEfron's monotonicity property for measures on

R^{2}

1 citations · 1 across the 3 of their papers we have counts for

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math.ST2019

Local differential privacy: Elbow effect in optimal density estimation and adaptation over Besov ellipsoids

Cristina Butucea, Amandine Dubois, Martin Kroll +1

We address the problem of non-parametric density estimation under the additional constraint that only privatised data are allowed to be published and available for inference. For t…

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…

math.ST2017★ 1 cited

Efron's monotonicity property for measures on $R^{2}$

Adrien Saumard, Jon A. Wellner

First we prove some kernel representations for the covariance of two functions taken on the same random variable and deduce kernel representations for some functionals of a continu…

Local differential privacy: Elbow effect in optimal density estimation and adaptation over Besov ellipsoids

Finite sample improvement of Akaike's Information Criterion

Efron's monotonicity property for measures on R2

Efron's monotonicity property for measures on $R^{2}$