Theses
This list of theses, sorted in reverse chronological order, provides just a brief glimpse into some of the research topics that we are interested in. Read on if you are interested in joining us.
2024
- Jonathan Clancy: Topological Kernels for Gaussian Processes, M.Sc. thesis
- Katharina Hagedorn: Machine Learning for Direct Antimicrobial Resistance Prediction from Clinical MALDI-TOF Spectra, B.Sc. thesis
- Rishendra Chauhan, Distributed Persistence Based Dimensionality Reduction Method: DIPOLE, M.Sc. thesis
2023
- Franz Srambical, Graph Filtration Surfaces: A Multi-Scale Approach to Dynamic Graph Representation, B.Sc. thesis
- Niklas Kiermeyer, Explainable Comparative Analysis of Modern Survival Models and Patient Similarity Networks: A Case Study for Cancer Patients, M.Sc. thesis
- Barış Onarıcı, Neural Approximations to Gromov-Hausdorff Distances, M.Sc. thesis
- Kalyan Varma Nadimpalli: Weighted Euler Characteristic Transform based Topological Loss for Reconstructing 3D Images from Single 2D Slices, M.Sc. thesis