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08/05/2023
Generalized Oversampling for Learning from Imbalanced datasets and Associated Theory
In supervised learning, it is quite frequent to be confronted with real ...
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02/18/2023
Data Augmentation for Imbalanced Regression
In this work, we consider the problem of imbalanced data in a regression...
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11/11/2022
Non-parametric Clustering of Multivariate Populations with Arbitrary Sizes
We propose a clustering procedure to group K populations into subgroups ...
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12/10/2021
K-Sample Test for Equality of Copulas
We propose a test procedure to compare simultaneously K copulas, with K ...
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10/29/2020
Nonparametric estimation of copulas and copula densities by orthogonal projections
In this paper we study nonparametric estimators of copulas and copula de...
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10/13/2020
