Werner Zellinger

Central Moment Discrepancy (CMD) for Domain-Invariant Representation Learning

Werner Zellinger, Thomas Grubinger, Edwin Lughofer et al. · arXiv (Cornell University) · 2017 · 215 citations · Full text

Computing, Computer Science, Machine Learning +16

Domain-Invariant Partial-Least-Squares Regression

Ramin Nikzad‐Langerodi, Werner Zellinger, Edwin Lughofer et al. · Analytical Chemistry · 2018 · 106 citations

Computing, Data Science, Machine Learning +14

Robust unsupervised domain adaptation for neural networks via moment alignment

Werner Zellinger, Bernhard Moser, Thomas Grubinger et al. · Information Sciences · 2019 · 95 citations · Full text

Computing, Computer Science, Artificial Intelligence +8

Domain adaptation for regression under Beer–Lambert’s law

Ramin Nikzad‐Langerodi, Werner Zellinger, Susanne Saminger‐Platz et al. · Knowledge-Based Systems · 2020 · 74 citations

Computing, Data Science, Machine Learning +5

AI System Engineering—Key Challenges and Lessons Learned

Lukas Fischer, Lisa Ehrlinger, Verena Geist et al. · Machine Learning and Knowledge Extraction · 2020 · 67 citations · Full text

Computing, Computer Science, Systems Engineering +15