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


Mission. My research focuses on deep learning, symbolic AI systems, and their combinations. In particular, I am interested in Neuro-Symbolic AI systems combining deep representation learning with symbolic computations to improve their ability to perform relational and analogical reasoning. Currently, I am developing large scale visual datasets, where class labels are derived from rule-based logic.

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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