Adrien Saumard

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 5

Top Topics

Hyperparameters

Cross Validation

Density Estimation

Top Venues

IEEE Trans. Inf. Theory

Comput. Stat. Data Anal.

J. Multivar. Anal.

Publications

Camille Brunet-Saumard, Edouard Genetay, Adrien Saumard
K-bMOM: A robust Lloyd-type clustering algorithm based on bootstrap median-of-means. Comput. Stat. Data Anal. 167 (2022)
Adrien Saumard, Fabien Navarro
Finite Sample Improvement of Akaike's Information Criterion. IEEE Trans. Inf. Theory 67 (10) (2021)
Cristina Butucea, Amandine Dubois, Martin Kroll, Adrien Saumard
Local differential privacy: Elbow effect in optimal density estimation and adaptation over Besov ellipsoids. CoRR (2019)
Adrien Saumard, Jon A. Wellner
Efron's monotonicity property for measures on R2. J. Multivar. Anal. 166 (2018)
Adrien Saumard, Fabien Navarro
Model Selection as a Multiple Testing Procedure: Improving Akaike's Information Criterion. CoRR (2018)