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

, , and . Trans. Mach. Learn. Res., (2024)

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MIAMI: MIxed Data Augmentation MIxture., , and . ICCSA (1), volume 13375 of Lecture Notes in Computer Science, page 113-129. Springer, (2022)MI2AMI: Missing Data Imputation Using Mixed Deep Gaussian Mixture Models., , and . LOD (1), volume 13810 of Lecture Notes in Computer Science, page 211-222. Springer, (2022)Generalized Oversampling for Learning from Imbalanced datasets and Associated Theory: Application in Regression., , and . Trans. Mach. Learn. Res., (2024)Data Augmentation for Imbalanced Regression., , and . AISTATS, volume 206 of Proceedings of Machine Learning Research, page 7774-7799. PMLR, (2023)Boarding for ISS: Imbalanced Self-Supervised Discovery of a Scaled Autoencoder for Mixed Tabular Datasets., , and . IJCNN, page 1-10. IEEE, (2024)