Antonia Wüst
Machine Learning Group, Computer Science Department, TU Darmstadt.
Hochschulstrasse 1, Building S1|03, Room 066, 64289 Darmstadt, Germany.
antonia (dot) wuest (at) cs (dot)
tu-darmstadt (dot) de
Hochschulstrasse 1, Building S1|03, Room 066, 64289 Darmstadt, Germany.
antonia (dot) wuest (at) cs (dot)
tu-darmstadt (dot) de
Mission.
I’m interested in how AI models can learn interpretable concepts from data, especially in unsupervised scenarios. Learning those conceptual representations helps design neuro-symbolic systems that provide some inherent interpretability and facilitate generating model explanations. Further, this abstraction layer offers potential for models that are able to generalize better and reason explicitly, e.g., in few-shot learning scenarios.
Student Projects & Theses - Bachelor and Master.
I currently do not have the capacity to take on new students for supervision.
Timeline.
| 2023 - now: | Ph.D. student at the AIML Lab CS Department, TU Darmstadt, Germany |
| 2020 - 2023: | M.Sc. in computer science at TU Darmstadt, Germany |
| 2016 - 2020: | B.Sc. in computer science at TU Darmstadt, Germany |