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Samuel Stocksieker

Observed name: Stocksieker, Samuel
Observed institutions: Lyon 1 Université, Centre National de la Recherche Scientifique, Université de Lyon, Aix-Marseille Université, Institut Louis Bachelier, Institut de Mathématiques de Marseille, Fondation du Risque
ORCID: 0009-0003-5904-7161
Observed ORCID: 0009-0003-5904-7161
OpenAlex ID: A5074054933
Data Augmentation for Imbalanced Regression
2023 · Stocksieker, Samuel, Pommeret, Denys, et al. · arXiv (Cornell University) · 13
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Data Augmentation with Variational Autoencoder for Imbalanced Dataset
2025 · Samuel Stocksieker, Denys Pommeret, et al. · Lecture notes in computer science · 7
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Generalized Oversampling for Learning from Imbalanced datasets and Associated Theory
2023 · Stocksieker, Samuel, Pommeret, Denys, et al. · arXiv (Cornell University) · 5
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Boarding for ISS: Imbalanced Self-Supervised Discovery of a Scaled Autoencoder for Mixed Tabular Datasets
2024 · Samuel Stocksieker, Denys Pommeret, et al. · International Joint Conference on Neural Networks (IJCNN) · 4
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MIAMI: MIxed Data Augmentation MIxture
2022 · Robin Fuchs, Denys Pommeret, et al. · Lecture notes in computer science · 3
KurtHGR: A Neural Maximal Correlation for Tabular Datasets
2025 · Samuel Stocksieker, Denys Pommeret, et al. · Procedia Computer Science · 1
MI2AMI: Missing Data Imputation Using Mixed Deep Gaussian Mixture Models
2023 · Robin Fuchs, Denys Pommeret, et al. · Lecture notes in computer science · 1
Towards Learning Nonlinear Multivariate Correlations in Tabular Data
2026 · Samuel Stocksieker, Denys Pommeret · Lecture notes in computer science
A Comprehensive Survey on Imbalanced Regression: Definitions, Solutions, and Future Directions
2025 · Stocksieker, Samuel, Pommeret, Denys · HAL
Disentangled Deep Smoothed Bootstrap for Fair Imbalanced Regression
2025 · Samuel Stocksieker, Denys Pommeret, et al. · Procedia Computer Science
SHGR: A Generalized Maximal Correlation Coefficient
2025 · Samuel Stocksieker, Denys Pommeret · neural information processing systems
Contribution of machine learning in modeling rare values and imbalanced data : applications in insurance
2024 · Samuel Stocksieker · theses.fr (ABES)
Works count: 13
Citation count: 34
H-index: 4
I10-index: 1
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