Piotr Wyrwiński
Neurosymbolic learning and structured representations.
Poznan, Poland
I am a PhD student in artificial intelligence at Poznan University of Technology, advised by Prof. Krzysztof Krawiec. I also work as a machine learning researcher at the Poznan Supercomputing and Networking Center.
My research asks how neural networks can learn representations with explicit structure and use them for reasoning or search. I work on learned discrete representations and program synthesis. Current projects include variable-length visual programs and neural guidance for symbolic regression. At PSNC, I also work on regional weather forecasting with foundation models.
