Werner Zellinger
CMS Analyse
Kontakt
Email: Werner.Zellinger(at)ricam.oeaw.ac.at
Telefon: 0043 732 2468 5218
Veröffentlichungen
Beitrag in Fachzeitschrift (5)
- Holzleitner, Markus; Pereverzyev, Sergei V.; Zellinger, Werner (2024) Domain Generalization by Functional Regression. Numerical Functional Analysis and Optimization.
- Zellinger, Werner; Kindermann, Stefan; Sergei, Pereverzyev (2023) Adaptive learning of density ratios in RKHS. Journal of Machine Learning Research, Bd. 24 (1004), S. 1-28.RIS ENW BIB
- Eghbal-zadeh, Hamid; Zellinger, Werner; Pintor, Maura; Grosse, Kathrin; Koutini, Khaled et al. [..] (2023) Rethinking data augmentation for adversarial robustness. Information Sciences (654), S. 119838.Website RIS ENW BIB
- Kindermann, Stefan; Zellinger, Werner (2023) A short-term rational Krylov method for linear inverse problems. Electronic Transactions on Numerical Analysis, Bd. 60, S. 327-350.Download RIS ENW BIB
- Elke R. Gizewski, Lukas Mayer, Bernhard A. Moser, Duc Hoan Nguyen, Sergiy Pereverzyev Jr., Sergei V. Pereverzyev, Natalia Shepeleva, Werner Zellinger (2022) On a regularization of unsupervised domain adaptation in RKHS. Applied and Computational Harmonic Analysis, Bd. 57, S. 201-227.
Konferenzbeitrag: Publikation in Proceedings (5)
- Gruber, Lukas; Holzleitner, Markus; Lehner, Johannes; Hochreiter, Sepp; Zellinger, Werner (2024) Overcoming Saturation in Density Ratio Estimation by Iterated Regularization. (International Conference on Machine Learning).
- Marius-Constantin Dinu, Markus Holzleitner, Maximilian Beck, Hoan Duc Nguyen, Andrea Huber, Hamid Eghbal-zadeh, Bernhard A. Moser, Sergei Pereverzyev, Sepp Hochreiter, Werner Zellinger (2023) Addressing Parameter Choice Issues in Unsupervised Domain Adaptation by Aggregation. (ICLR 2023, The Eleventh International Conference on Learning Representations).Website RIS ENW BIB
- Gauch, Martin; Beck, Maximilian; Adler, Thomas; Kotsur, Dmytro; Fiel, Stefan et al. [..] (2022) Few-Shot Learning by Dimensionality Reduction in Gradient Space. (Conference on Lifelong Learning Agents).RIS ENW BIB
- Moser, Bernhard A.; Lewandowski, Michal; Kargaran, Somayeh; Zellinger, Werner; Biggio, Battista et al. [..] (2022) Tessellation-Filtering ReLU Neural Networks., International Joint Conference on Artificial Intelligence (IJCAI 2022); Wien, S. 3335-3341.
- Werner Zellinger, Natalia Shepeleva, Marius-Constantin Dinu, Hamid Eghbal-zadeh, Hoan Duc Nguyen, Bernhard Nessler, Sergei Pereverzyev, Bernhard A. Moser (2021) The balancing principle for parameter choice in distance-regularized domain adaptation. (NeurIPS 2021, Thirty-fifth Conference on Neural Information Processing Systems).Website RIS ENW BIB
Forschungsbericht (2)
- Nguyen, Duc Hoan; Zellinger, Werner; Pereverzyev, Sergei V. (2023) On regularized Radon-Nikodym differentiation. Bericht-Nr. 2023-13; RICAM:.RIS ENW BIB
- Moser, Bernhard A.; Lewandowski, Michal; Kargaran, Somayeh; Zellinger, Werner; Biggio, Battista et al. [..] (2022) Tessellation-Filtering ReLU Neural Networks. Bericht-Nr. 2022-22; RICAM: Linz.Download RIS ENW BIB