PhD position in Mathematical Foundations of Deep Learning at TU Darmstadt TU Darmstadt in Germany

PhD position in Mathematical Foundations of Deep Learning at TU Darmstadt (Germany), within the Signal Theory and Statistical Learning group and the Emmy Noether project RMT4DL: Random Matrix Theory for Deep Learning . The project focuses on the mathematical foundations of deep learning, especially probability theory , random matrix theory , machine learning theory, optimization, and linear algebra. The research aims to develop theoretical tools for understanding stability, generalization, and f...

PhD position at the University of Bern in Mathematical Foundations of Machine Learning , Switzerland. This opportunity sits at the intersection of Mathematics , Computer Science , Statistics , and theoretical AI research. The advertised areas include machine learning theory , probability , optimization , dynamical systems , generative AI , and deep learning . It is especially suitable for students interested in rigorous, theory-driven research on the mathematical foundations of modern machine le...

Technical University of Munich (TUM) is advertising a PhD position (E13) at the Chair of Decision Sciences and Systems in the Department of Computer Science, within the research group of Professor M. Bichler . The position is part of the ERC Advanced Grant project “Equilibrium Learning, Uncertainty, and Dynamics” . The project sits at the intersection of multi-agent learning , machine learning , optimization , and game theory . The group highlights a collaborative environment with young colleagu...

Max Planck doctoral positions in computer and information science at CS@max planck: The Max Planck Graduate Center for Computer and Information Science in Saarbrücken, Germany . This is a highly selective PhD program in the broad area of computer science and information science , with research opportunities across the CS spectrum. Admitted students begin at the Saarland Informatics Campus in Saarbrücken, then explore different areas through immersion labs at Max Planck Institutes and partner uni...

PhD position in Macroeconomics at the University of Hohenheim in the Institute of Economics, embedded in a DFG-funded project titled “Stabilization, Risk Sharing, and Debt Sustainability” . The project uses a quantitative macroeconomic modelling framework to study how fiscal-federal transfer systems and debt limits shape the strategic behaviour of regional governments in a monetary union. Research topics include regional fiscal policy, economic stabilisation, cross-regional risk sharing, and the...