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The University of Konstanz has been successful in the German Excellence Initiative since 2007. The Real Geometry and Algebra Group at the Department of Mathematics and Statistics of the University of
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science at scale" at the Technical University of Munich, Germany. Ideal candidates hold a Master’s degree in Informatics, Mathematics, or a related field, and possess strong expertise in linear algebra
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that make verification scalable and reliable. Learn more about logical zonotopes: paper link: https://lnkd.in/e-avQ-2B talk link: https://lnkd.in/eYGWFKmy You will conduct original research on logical
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mathematics behind machine learning (linear algebra, statistics, calculus, dynamical systems theory). Coding Proficiency: Multi-year experience with Python and deep learning frameworks (PyTorch/JAX). You
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of the mathematics underlying machine learning (linear algebra, statistics, calculus). Scientific Expertise: Deep understanding of dynamical systems, recurrent neural networks, and machine learning in
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mathematics, physics, scientific computing, remote sensing, geoinformatics or a related field A solid foundation in machine learning and relevant mathematical methods, including linear algebra, probability