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Werner Zellinger
Werner Zellinger
Institute for Machine Learning, Johannes Kepler University Linz
Verified email at ai-lab.jku.at
Title
Cited by
Cited by
Year
Central moment discrepancy (CMD) for domain-invariant representation learning
W Zellinger, T Grubinger, E Lughofer, T Natschläger, S Saminger-Platz
International Conference on Learning Representations (ICLR), 2017
7192017
Wild patterns reloaded: A survey of machine learning security against training data poisoning
AE Cinà, K Grosse, A Demontis, S Vascon, W Zellinger, BA Moser, ...
ACM Computing Surveys, 2023
1222023
Robust unsupervised domain adaptation for neural networks via moment alignment
W Zellinger, BA Moser, T Grubinger, E Lughofer, T Natschläger, ...
Information Sciences 483, 174-191, 2019
1022019
Domain-invariant partial least squares regression
R Nikzad-Langerodi, W Zellinger, E Lughofer, S Saminger-Platz
Analytical chemistry, 6693-6701, 2018
962018
Domain adaptation for regression under Beer–Lambert’s law
R Nikzad-Langerodi, W Zellinger, S Saminger-Platz, BA Moser
Knowledge-Based Systems, 106447, 2020
692020
AI system engineering—key challenges and lessons learned
L Fischer, L Ehrlinger, V Geist, R Ramler, F Sobiezky, W Zellinger, ...
Machine Learning and Knowledge Extraction 3 (1), 56-83, 2020
652020
Mixture density generative adversarial networks
H Eghbal-zadeh, W Zellinger, G Widmer
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 5820-5829, 2019
492019
Multi-source transfer learning of time series in cyclical manufacturing
W Zellinger, T Grubinger, M Zwick, E Lughofer, H Schöner, T Natschläger, ...
Journal of Intelligent Manufacturing 31, 777-787, 2020
322020
Beyond federated learning: On confidentiality-critical machine learning applications in industry
W Zellinger, V Wieser, M Kumar, D Brunner, N Shepeleva, R Gálvez, ...
Procedia Computer Science 180, 734-743, 2021
272021
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
192022
Addressing parameter choice issues in unsupervised domain adaptation by aggregation
MC Dinu, M Holzleitner, M Beck, HD Nguyen, A Huber, H Eghbal-zadeh, ...
International Conference on Learning Representations (ICLR), notable-top-5%, 2023
162023
On generalization in moment-based domain adaptation
W Zellinger, BA Moser, S Saminger-Platz
Annals of Mathematics and Artificial Intelligence 89, 333-369, 2021
15*2021
The balancing principle for parameter choice in distance-regularized domain adaptation
W Zellinger, N Shepeleva, MC Dinu, H Eghbal-zadeh, H Nguyen, ...
Advances in Neural Information Processing Systems (NeurIPS) 34, 2021
142021
SymbolicAI: A framework for logic-based approaches combining generative models and solvers
MC Dinu, C Leoveanu-Condrei, M Holzleitner, W Zellinger, S Hochreiter
Conference on Lifelong Learning Agents (CoLLAs), 2024
102024
On data augmentation and adversarial risk: An empirical analysis
H Eghbal-zadeh, K Koutini, P Primus, V Haunschmid, M Lewandowski, ...
ICLR Workshop Towards Trustworthy Machine Learning, 2020
102020
Linear optimization approach for depth range adaption of stereoscopic videos
W Zellinger, BA Moser, A Chouikhi, F Seitner, M Nezveda, M Gelautz
Stereoscopic Displays and Applications (SD&A) 28, 1-6, 2016
102016
Few-shot learning by dimensionality reduction in gradient space
M Gauch, M Beck, T Adler, D Kotsur, S Fiel, H Eghbal-zadeh, ...
Conference on Lifelong Learning Agents (CoLLAs), 2022
92022
On the optimization of material usage in power transformer manufacturing
G Chasparis, W Zellinger, V Haunschmid, M Riedenbauer, R Stumptner
2016 IEEE 8th International Conference on Intelligent Systems (IS), 680-685, 2016
52016
On the truncated Hausdorff moment problem under Sobolev regularity conditions
W Zellinger, BA Moser
Applied Mathematics and Computation 400, 126057, 2021
42021
Improving visual discomfort prediction for stereoscopic images via disparity-based contrast
W Zellinger, B Moser
Journal of Imaging Science and Technology 28, 1-8, 2016
42016
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