Ongoing Theses

In the context of probabilistic modelling and inference as well as decision making

• Design Principles for Rule-based Multi-Agent Systems in Partially Observable Stochastic Games: Analysis and Prototypical Implementation in the MAPC Scenario "Agents Assemble" BA)
• A Knowledge Graph-Empowered Agentic Framework for Adaptive Career Path Planning (MA)

In the context of medical data

• In cooperation with the Institute of Neuropathology: Predicting a Gene Mutation from DNA Methylation Profiles (BA, reserved)

In the context of databases and privacy & security

• Oblivious Join Algorithms: A Comparative Evaluation of Fully and Differentially Oblivious Approaches (BA)

In cooperation with the Institute of Medical Informatics (Tobias Brix)

• Vulnerability Management for Java Web Applications (MA)

In collaboration with Fraunhofer Research Institution for Battery Cell Production FFB

• AI-based optimisation of the start-up of battery cell production (MA)