Full-Time PhD in Mathematics of Diffusion Models, Inverse Problems and Machine Learning University of Innsbruck in Austria

The University of Innsbruck in Austria is recruiting a full-time PhD researcher for DC6 of the MSCA IGNIDTE project. The doctoral research focuses on inverse problems, mathematical modelling, machine learning, optimization, and the development, implementation, and evaluation of algorithms, with an interdisciplinary connection to clinical radiology. Applicants should hold a Master's degree or equivalent and have a strong mathematical background together with Python coding skills. Suitable profile...

This Ph.D. project is hosted by the Emmy Noether research group “Causality and Representation Learning for Interventional Foundation Models” at the Professorship of AI for Scientific Modeling on the Garching Campus of the Technical University of Munich . The position sits at the interface of machine learning and statistics , with a focus on questions in causality and representation learning. The successful candidate will contribute to research on robust methods for causal representation learning...

The University of Vienna’s Faculty of Computer Science is offering two PhD positions within the FWF project EXOSPHERE – Efficient, Expressive and Robust GNNs . The research focuses on graph neural networks (GNNs), with emphasis on developing methods that are efficient, expressive, and robust. The positions are hosted by the Theory and Applications of Algorithms area, providing a research setting centered on theoretical and applied algorithmic computer science. Successful doctoral researchers wil...

Princeton University’s Department of Computer Science is seeking applications for a Postdoctoral Research Associate in Theoretical Computer Science and Theoretical Machine Learning . The opportunity is based at Princeton University in the United States and is aimed at candidates with strong research backgrounds in computer science , mathematics , and related areas of machine learning . The post is open to postdoctoral or more senior research positions . Postdoctoral appointments are for one year...

PhD position available at Princeton University in causality-aware path learning , with a strong emphasis on network science and machine learning . The position is within Prof. Dr. Jürgen Hackl’s Complex Infrastructure Systems Group in the Civil and Environmental Engineering environment. This is a research-oriented doctoral opening for candidates interested in computational methods, graph/network analysis, and data-driven learning approaches for infrastructure systems. Eligibility highlights: a M...