Adrien SAUMARD


Adrien SAUMARD
CREST Permanent Member
Associate Professor
Statistics
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Relaxing The Gaussian Assumption In Shrinkage And Sure In High Dimension

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Fathi Max,Goldstein Larry,Reinert Gesine,Saumard Adrien

Annals of Statistics, 2022

K-bMOM: A robust Lloyd-type clustering algorithm based on bootstrap median-of-means

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Brunet-Saumard Camille,Genetay Edouard,Saumard Adrien

Computational Statistics and Data Analysis, 2022

Finite Sample Improvement of Akaike's Information Criterion

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Saumard Adrien,Navarro Fabien

IEEE Transactions on Information Theory, 2021

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

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Butucea C,Dubois A,Kroll M,Saumard A

Bernoulli, 2020

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

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Hillion E,Johnson O,Saumard A

Statistics and Probability Letters, 2019

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

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Saumard A

Bernoulli, 2019

On the isoperimetric constant, covariance inequalities and Lp-Poincaré inequalities in dimension one

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Saumard A,Wellner JA

Bernoulli, 2019