• Skip to main navigation
  • Skip to search
  • Skip to main content
JKU & KUK Research Portal Home JKU & KUK Research Portal Logo
  • Help & FAQ
    • English
    • Deutsch
  • Home
  • Research units
  • Profiles
  • Research output
  • Projects
  • Activities
  • Datasets
  • Prizes
  • Press/Media
No photo of Werner Zellinger

View Scopus Profile

Werner Zellinger

DI Dr.

  • Institute for Machine Learning
  • LIT Artificial Intelligence Lab
 https://orcid.org/0000-0003-1166-6062
  • Emailwerner.zellingerjkuat
  • Overview
  • Network
  • Research output (30)
  • Activities (4)

Research output

  • 15 Conference proceedings
  • 9 Article
  • 6 Preprint

Research output per year

Research output per year

  • 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

  • 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

  • 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
View all 30 research outputs

Activities

  • 2 Contributed talk
  • 1 Other talk or presentation
  • 1 Poster presentation

Activities per year

  • 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 2020

    Activity: Talk or presentation › Other talk or presentation › science-to-science

  • 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 2019

    Activity: Talk or presentation › Contributed talk › science-to-science

  • Central Moment Discrepancy - Domain Adaptation via Moment Matching

    Zellinger, W. (Speaker)

    21 Jun 2017

    Activity: Talk or presentation › Contributed talk › science-to-science

  • Central Moment Discrepancy (cmd) for Domain-Invariant Representation Learning

    Zellinger, W. (Speaker)

    26 Apr 2017

    Activity: Talk or presentation › Poster presentation › science-to-science

JKU & KUK Research Portal Logo

Powered by Pure, Scopus & Elsevier Fingerprint Engine™

All content on this site: Copyright © 2025 JKU & KUK Research Portal, its licensors, and contributors. All rights are reserved, including those for text and data mining, AI training, and similar technologies. For all open access content, the relevant licensing terms apply

We use cookies to help provide and enhance our service and tailor content. By continuing you agree to the use of cookies

Log in to Pure

Impressum

About web accessibility

Report vulnerability

Contact us