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Hoan D. Nguyen

Austrian Academy of Sciences - Johann Radon Institute for Computational and Applied Mathematics

Linz

Austria

  • Austrian Academy of Sciences - Johann Radon Institute for Computational and Applied Mathematics

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Scholarly Papers (1)

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The Impact of Smoothness of Kernels and Target Functions on Unsupervised Covariate Shift Adaptation in Rkhs

Number of pages: 35 Posted: 26 May 2025
Elke Ruth Gizewski, Shuai Lu, Stephanie Mangesius, Hoan D. Nguyen and Sergiy Pereverzyev Jr.
Medical University of Innsbruck, LMNS, SKLCAM, Department of Computational Mathematics, School of Mathematical Sciences, Fudan University, Medical University of Innsbruck, Austrian Academy of Sciences - Johann Radon Institute for Computational and Applied Mathematics and affiliation not provided to SSRN
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Abstract:

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Unsupervised domain adaptation, Covariate shift, Reproducing kernel Hilbert spaces, Regularized Christoffel function, General regularization scheme, Imbalanced Learning via oversampling