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Prof. Dr. Gitta Kutyniok

Lupe

Einstein-Professor
Professor of Mathematik

Professor of Computer Science and Electrical Engineering (by courtesy)

Courtesy appointment in Faculty IV:

One main focus of Prof. Kutyniok's work is the research area of mathematical data science.
She develops and analyzes algorithms for diverse application problems in life sciences and telecommunication, which typically combine model-based methods such as compressed sensing, efficient representation systems such as shearlets or sparse regularization techniques with data-driven methods such as artificial neural networks. Furthermore, she works on theoretical foundations of machine learning methods, predominantly on a profound mathematical understanding of deep neural networks and artificial intelligence in general.

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