| On a regularization of unsupervised domain adaptation in RKHS ER Gizewski, L Mayer, BA Moser, DH Nguyen, S Pereverzyev Jr, ... Applied and Computational Harmonic Analysis 57, 201-227, 2022 | 30 | 2022 |
| Addressing parameter choice issues in unsupervised domain adaptation by aggregation MC Dinu, M Holzleitner, M Beck, HD Nguyen, A Huber, H Eghbal-zadeh, ... arXiv preprint arXiv:2305.01281, 2023 | 22 | 2023 |
| The balancing principle for parameter choice in distance-regularized domain adaptation W Zellinger, N Shepeleva, MC Dinu, H Eghbal-zadeh, HD Nguyen, ... Advances in Neural Information Processing Systems 34, 20798-20811, 2021 | 16 | 2021 |
| On regularized radon-Nikodym differentiation DH Nguyen, W Zellinger, S Pereverzyev Journal of Machine Learning Research 25 (266), 1-24, 2024 | 10 | 2024 |
| General regularization in covariate shift adaptation DH Nguyen, S Pereverzyev, W Zellinger Data-driven Models in Inverse Problems 31, 245, 2024 | 1 | 2024 |
| Adaptation de domaine non supervisée par pondération d'importance pour des données tensorielles HD Nguyen, RA Borsoi, D Brie, S Miron XXXe Colloque Francophone de Traitement du Signal et des Images (Gretsi'25 …, 2025 | | 2025 |
| Regularization in Reproducing Kernel Hilbert Spaces for Covariate Shift Domain Adaptation/submitted by Duc Hoan Nguyen DH Nguyen | | 2023 |
| The Impact of Smoothness of Kernels and Target Functions on Unsupervised Covariate Shift Adaptation in Rkhs ER Gizewski, S Lu, S Mangesius, HD Nguyen, S Pereverzyev Jr Available at SSRN 5269411, 0 | | |
| Supplementary material for: The balancing principle for parameter choice in distance-regularized domain adaptation W Zellinger, N Shepeleva, MC Dinu, H Eghbal-zadeh, DH Nguyen, ... | | |
| Ensemble Learning for Domain Adaptation by Importance Weighted Least Squares MC Dinu, M Holzleitner, M Beck, DH Nguyen, A Huber, H Eghbal-zadeh, ... | | |
Sergei PereverzevProfessor, Johann Radon Institute for Computational and Applied Mathematics, Austrian Academy ofVerified email at oeaw.ac.at
