Samuel Stocksieker

According to our database, Samuel Stocksieker authored at least 6 papers between 2022 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

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