I am Moritz, currently working as a Postdoc at the University of Bonn's High-Performance Computing and Analytics Lab. The blog includes a map charting the parts of the fantastic world of applied mathematics I have been able to explore so far. The source code of selected projects is available on GitHub. An exhaustive list of my research work is available via Google Scholar.
Research in and teaching of Machine learning. I am part of the team teaching the Foundations of Machine Learning course for our international graduate schools. In terms of research, I helped to secure the "WestAI" project grant. The project focuses on state-of-the-art transformer Research. I am now running the HPCA-Part of the project.
Running research projects on quantum machine learning using Fraunhofer's Ehningen machine and industry projects with partner companies.
Social hospital work, helping patients, answering phone calls, organizing medical records, hospital in-house pick up and delivery.
Part of the visual computing group and a research unit on "Anticipating Human Behaviour" developed novel complex domain machine learning approaches. Presentation of research results at renowned international conferences. Teaching assistant for the deep learning for visual recognition course, lab and thesis student supervision a master level.
Nominated for best mathematical modelling.
Achievements section of team wiki, modeling section of team wiki.
I maintain:
- the Jax wavelet toolbox with more than 5k pip-downloads,
- and the Pytorch wavelet toolbox with more than 40k pip downloads.
I have served as a reviewer at:
ICML 2023, ICLR 2023, ICRA 2023, Neurips 2022, ICLR 2022, ICML 2022, ECML 2022, ECML 2021, ICANN 2021, Neurips 2021, AISTATS 2020, ICANN 2020, ICANN 2022 and ICPR 2020.
I have served as session chair at:
ECML 2022.
Randbehandlung bei Wavelets für Faltungsnetzwerke. F. Blanke. Bachelorarbeit, Institut für Numerische Simulation, Universität Bonn, 2021.
Erkennung von Audio-Deepfakes mithilfe von kontinuierlichen Wavelet-Transformationen, Bachelorarbeit Informatik, K. Gasenzer, High Performance Computing and Analytics Lab, Universität Bonn, 2023