Lucas Bechberger, M. Sc.
Institute of Cognitive Science
- Conceptual Spaces: Mathematical formalization, learning conceptual spaces from data, learning about regions in conceptual spaces, reasoning in conceptual spaces.
- Deep Learning: Learning interpretable dimensions, unsupervised learning, GANs.
- Neural-Symbolic Integration: Translating between symbolic and neural representations of knowledge, integrated learning.
- Natural Language Processing: Dialog systems, using machine learning in NLP.