Denys Pommeret

According to our database, Denys Pommeret authored at least 17 papers between 2001 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Generalized Oversampling for Learning from Imbalanced datasets and Associated Theory: Application in Regression.

Samuel Stocksieker, Denys Pommeret, Arthur Charpentier

Trans. Mach. Learn. Res., 2024

Boarding for ISS: Imbalanced Self-Supervised Discovery of a Scaled Autoencoder for Mixed Tabular Datasets.

Samuel Stocksieker, Denys Pommeret, Arthur Charpentier

Proceedings of the International Joint Conference on Neural Networks, 2024

2023

Generalized Oversampling for Learning from Imbalanced datasets and Associated Theory.

Samuel Stocksieker, Denys Pommeret, Arthur Charpentier

CoRR, 2023

Data Augmentation for Imbalanced Regression.

Samuel Stocksieker, Denys Pommeret, Arthur Charpentier

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

Mixed Deep Gaussian Mixture Model: a clustering model for mixed datasets.

Robin Fuchs, Denys Pommeret, Cinzia Viroli

Adv. Data Anal. Classif., 2022

MI2AMI: Missing Data Imputation Using Mixed Deep Gaussian Mixture Models.

Robin Fuchs, Denys Pommeret, Samuel Stocksieker

Proceedings of the Machine Learning, Optimization, and Data Science, 2022

MIAMI: MIxed Data Augmentation MIxture.

Robin Fuchs, Denys Pommeret, Samuel Stocksieker

Proceedings of the Computational Science and Its Applications - ICCSA 2022, 2022

2020

Mixed data Deep Gaussian Mixture Model: A clustering model for mixed datasets.

Robin Fuchs, Denys Pommeret, Cinzia Viroli

CoRR, 2020

2016

A polynomial expansion to approximate the ultimate ruin probability in the compound Poisson ruin model.

Pierre-Olivier Goffard, Stéphane Loisel, Denys Pommeret

J. Comput. Appl. Math., 2016

2015

Data driven smooth test of comparison for dependent sequences.

Paul Doukhan, Denys Pommeret, Laurence Reboul

J. Multivar. Anal., 2015

2013

A two-sample test when data are contaminated.

Denys Pommeret

Stat. Methods Appl., 2013

Likelihood-free parallel tempering.

Meïli C. Baragatti, Agnès Grimaud, Denys Pommeret

Stat. Comput., 2013

Parallel tempering with equi-energy moves.

Meïli C. Baragatti, Agnès Grimaud, Denys Pommeret

Stat. Comput., 2013

2012

A study of variable selection using g-prior distribution with ridge parameter.

Meïli C. Baragatti, Denys Pommeret

Comput. Stat. Data Anal., 2012

2011

Comments on 'Bayesian variable selection for disease classification using gene expression data'.

Meïli C. Baragatti, Denys Pommeret

Bioinform., 2011

2008

Testing Mixed Distributions when the Mixing Distribution Is Known.

Denys Pommeret

Proceedings of the Advances in Data Analysis, Data Handling and Business Intelligence, 2008

2001

Orthogonal and pseudo-orthogonal multi-dimensional Appell polynomials.

Denys Pommeret

Appl. Math. Comput., 2001