Samuel Stocksieker

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 7

Top Topics

Imbalanced Datasets

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, Samuel Stocksieker
MIAMI: MIxed Data Augmentation MIxture. ICCSA (1) (2022)