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Donations

Books
Journal Publications
Preprints
Workshop Papers
Refereed Conference Proceedings
Book Chapters
Invited Survey Papers/Book Reviews

SoSe2024	Convex Optimization Mathematics of Deep Neural Networks Mathematics of Signal and Image Processing
SoSe2025	AI and Inverse Problems Applied Machine Learning in Python Mathematics of Deep Neural Networks Mathematische Einführung in Data Science
WiSe2024/2025	Computational Mathematics The Modern Mathematics of Artificial Intelligence
WiSe2023/2024	Applied Harmonic Analysis Computational Mathematics High-Dimensional Probability Mathematics of Artificial Intelligence Seminar
SoSe2023	Convex Optimization for Data Science Deep Learning for PDEs Mathematical and Statistical Foundations of Machine Learning Mathematical Foundations of Reliable AI Seminar
WiSe2022/2023	Computational Mathematics High Dimensional Probability Mathematical Signal and Image Processing Mathematics of Artificial Intelligence Seminar
SoSe2022	MaSFofML TMMoDL
SoSe2021	MSaIP MdKI

Artificial Intelligence in Medical Imaging
Deep Neural Networks and Inverse Problems
Deep Neural Networks and PDEs
Explainability of Deep Neural Networks
Expressivity of Neural Networks
Generalization of Deep Neural Networks
Graph Neural Networks
Physical Law Learning
Robustness of Deep Neural Networks