Research output per year
Research output per year
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Binary Losses for Density Ratio Estimation
Zellinger, W., 2025, (Accepted/In press) International Conference on Learning Representations (ICLR), 2025.Research output: Chapter in Book/Report/Conference proceeding › Conference proceedings › peer-review
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Improved Density Ratio Estimation for Evaluating Synthetic Data Quality
Gruber, L., Holzleitner, M., Hochreiter, S. & Zellinger, W., 04 Mar 2025, (Accepted/In press) ICLR 2025 Workshop SynthData. 26 p.Research output: Chapter in Book/Report/Conference proceeding › Conference proceedings › peer-review
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Safe and Certifiable AI Systems: Concepts, Challenges, and Lessons Learned
Schweighofer, K., Brune, B., Gruber, L., Schmid, S., Aufreiter, A., Gruber, A., Doms, T., Eder, S., Mayer, F., Stadlbauer, X.-P., Schwald, C., Zellinger, W., Nessler, B. & Hochreiter, S., 08 Sept 2025, 63 p. (arXiv.org; no. 2509.08852).Research output: Working paper and reports › Preprint
Open Access -
SIMSHIFT: A Benchmark for Adapting Neural Surrogates to Distribution Shifts
Setinek, P., Galletti, G., Gross, T., Schnürer, D., Brandstetter, J. & Zellinger, W., 13 Jun 2025, 40 p. (arXiv.org).Research output: Working paper and reports › Preprint
Open Access -
A short-term rational Krylov method for linear inverse problems
Kindermann, S. & Zellinger, W., 2024, In: Electronic Transactions on Numerical Analysis (ETNA). 60, p. 327-350 24 p.Research output: Contribution to journal › Article › peer-review
Open Access
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Adversarial Robustness in Data Augmentation
Zellinger, W. (Speaker), Koutini, K. (Speaker), Praher, V. (Speaker), Primus, P. (Speaker), Lewandowski, M. (Speaker), Widmer, G. (Speaker) & Eghbal-Zadeh, H. (Speaker)
26 Apr 2020Activity: Talk or presentation › Other talk or presentation › science-to-science
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Domain-Invariant Regression under Beer-Lambert’s Law
Nikzad-Langerodi, R. (Speaker), Zellinger, W. (Speaker), Moser, B. A. (Speaker) & Saminger-Platz, S. (Speaker)
17 Dec 2019Activity: Talk or presentation › Contributed talk › science-to-science
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Central Moment Discrepancy - Domain Adaptation via Moment Matching
Zellinger, W. (Speaker)
21 Jun 2017Activity: Talk or presentation › Contributed talk › science-to-science
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Central Moment Discrepancy (cmd) for Domain-Invariant Representation Learning
Zellinger, W. (Speaker)
26 Apr 2017Activity: Talk or presentation › Poster presentation › science-to-science