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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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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)MIAMI: MIxed Data Augmentation MIxture., , and . ICCSA (1), volume 13375 of Lecture Notes in Computer Science, page 113-129. Springer, (2022)Testing Mixed Distributions when the Mixing Distribution Is Known.. GfKl, page 251-259. Springer, (2008)Orthogonality of the Sheffer system associated to a Levy process. Journal of Statistical Planning and Inference, 86 (1): 1--10 (Apr 15, 2000)A two-sample test when data are contaminated.. Stat. Methods Appl., 22 (4): 501-516 (2013)Data Augmentation for Imbalanced Regression., , and . AISTATS, volume 206 of Proceedings of Machine Learning Research, page 7774-7799. PMLR, (2023)A polynomial expansion to approximate the ultimate ruin probability in the compound Poisson ruin model., , and . J. Comput. Appl. Math., (2016)Boarding for ISS: Imbalanced Self-Supervised: Discovery of a Scaled Autoencoder for Mixed Tabular Datasets., , and . CoRR, (2024)