Lukas Helff
Machine Learning Group, Computer Science Department, TU Darmstadt.
Hochschulstrasse 1, Room S1|03 075, 64289 Darmstadt, Germany
+49 6151 1624413
lukas_henrik (dot) helff (at) tu-darmstadt (dot) de
+49 6151 1624413
lukas_henrik (dot) helff (at) tu-darmstadt (dot) de
Mission. My main research interests are AI safety and machine reasoning to make generative AI systems more reliable and trustworthy. My work spans safeguarding vision and multimodal models, as well as improving reasoning reliability through verifiable reasoning, data-centric approaches, and synthetic reasoning data. I am especially interested in structuring reasoning processes and exploring latent-space reasoning.
Open Thesis/Hiwi. If you are currently looking for an opportunity to work on a thesis or project in the exciting field of artificial intelligence and machine learning, I am open to discussing possible topics that align with my research interests. Please feel free to contact me if you are interested. Note: thesis proposal.
Bio. I'm a PhD student of Machine Learning at the Computer Science Department of the TU Darmstadt University, Germany.
Timeline.
| 2023 - now: | Ph.D. student in the Machine Learning Lab, CS Department, TU Darmstadt, Germany |
| 2020 - 2022: | M.Sc. student of computer science at the CS Department, TU Darmstadt, Germany |
| 2018 - 2019: | 2 semesters Erasmus at the Universitat de València, Spain |
| 2014 - 2020: | B.Sc. student of computer science at the CS Department, TU Darmstadt, Germany |
Publications
Selected publications from AIML Lab projects. Use the search and filters to explore recent work.
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