Denys Pommeret

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 10

Top Topics

Imbalanced Datasets

Generative Topographic Mapping

Top Venues

Publications

Samuel Stocksieker, Denys Pommeret, Arthur Charpentier
Generalized Oversampling for Learning from Imbalanced datasets and Associated Theory: Application in Regression. Trans. Mach. Learn. Res. 2024 (2024)
Samuel Stocksieker, Denys Pommeret, Arthur Charpentier
Boarding for ISS: Imbalanced Self-Supervised: Discovery of a Scaled Autoencoder for Mixed Tabular Datasets. CoRR (2024)
Samuel Stocksieker, Denys Pommeret, Arthur Charpentier
Data Augmentation for Imbalanced Regression. CoRR (2023)
Samuel Stocksieker, Denys Pommeret, Arthur Charpentier
Generalized Oversampling for Learning from Imbalanced datasets and Associated Theory. CoRR (2023)
Samuel Stocksieker, Denys Pommeret, Arthur Charpentier
Data Augmentation for Imbalanced Regression. AISTATS (2023)
Robin Fuchs, Denys Pommeret, Samuel Stocksieker
MI2AMI: Missing Data Imputation Using Mixed Deep Gaussian Mixture Models. LOD (1) (2022)
Robin Fuchs, Denys Pommeret, Cinzia Viroli
Mixed Deep Gaussian Mixture Model: a clustering model for mixed datasets. Adv. Data Anal. Classif. 16 (1) (2022)
Robin Fuchs, Denys Pommeret, Samuel Stocksieker
MIAMI: MIxed Data Augmentation MIxture. ICCSA (1) (2022)
Robin Fuchs, Denys Pommeret, Cinzia Viroli
Mixed data Deep Gaussian Mixture Model: A clustering model for mixed datasets. CoRR (2020)
Pierre-Olivier Goffard, Stéphane Loisel, Denys Pommeret
A polynomial expansion to approximate the ultimate ruin probability in the compound Poisson ruin model. J. Comput. Appl. Math. 296 (2016)
Paul Doukhan, Denys Pommeret, Laurence Reboul
Data driven smooth test of comparison for dependent sequences. J. Multivar. Anal. 139 (2015)
Meïli C. Baragatti, Agnès Grimaud, Denys Pommeret
Parallel tempering with equi-energy moves. Stat. Comput. 23 (3) (2013)
Denys Pommeret
A two-sample test when data are contaminated. Stat. Methods Appl. 22 (4) (2013)
Meïli C. Baragatti, Agnès Grimaud, Denys Pommeret
Likelihood-free parallel tempering. Stat. Comput. 23 (4) (2013)
Meïli C. Baragatti, Denys Pommeret
A study of variable selection using g-prior distribution with ridge parameter. Comput. Stat. Data Anal. 56 (6) (2012)
Meïli C. Baragatti, Denys Pommeret
Comments on 'Bayesian variable selection for disease classification using gene expression data'. Bioinform. 27 (8) (2011)
Denys Pommeret
Testing Mixed Distributions when the Mixing Distribution Is Known. GfKl (2008)
Denys Pommeret
Orthogonal and pseudo-orthogonal multi-dimensional Appell polynomials. Appl. Math. Comput. 117 (2-3) (2001)