Project Details
Person
Professorin Dr. Gitta Kutyniok
Address
Ludwig-Maximilians-Universität München (LMU)
Lehrstuhl Mathematische Grundlagen der Künstlichen Intelligenz
Akademiestraße 7
80799 München
- As Applicant
- Current projects
- Deep-Learning Based Regularization of Inverse Problems (Priority Programmes)
- Deep learning for non-local partial differential equations (Priority Programmes)
- Coordination Funds (Priority Programmes)
- Spiking Neural Networks: Theoretical Foundations, Trustworthiness, and Energy-Efficiency (Priority Programmes)
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- Completed projects
- Geometrische Eigenschaften der Parametermengen von gewichteten Waveletsystemen (Research Fellowships)
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Wavelet- und Frame-Theorie (Heisenberg Fellowships) - Discrete-Valued Sparse Signals: Theory, Algorithms, and Applications (Research Grants)
- Coordination of the DFG-Priority Programm 1798 (Priority Programmes)
- Coordination Funds (Priority Programmes)
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- Current projects
- As Spokesperson
- Current projects
- SPP 2298: Theoretical Foundations of Deep Learning (Priority Programmes)
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- Completed projects
- SPP 1798: Compressed Sensing in Information Processing (CoSIP) (Priority Programmes)
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- Current projects
- As Participating Researcher
- Current projects
- EXC 2046: MATH+: Berlin Mathematics Research Center (Clusters of Excellence (ExStra))
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- Completed projects
- GRK 2433: Differential Equation- and Data-driven Models in Life Sciences and Fluid Dynamics (DAEDALUS) (Research Training Groups)
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- Current projects
- As Project Head
- Completed projects
- Riemannian Manifold Learning via Shearlet Approximation (CRC/Transregios)
- Shearlet approximation of brittle fracture evolutions (CRC/Transregios)
- Selfsimilar structures in turbulent flows and the construction of LES closures (Collaborative Research Centres)
- Digital representations of manifold data (CRC/Transregios)
- Deep learning for shape reconstruction (CRC/Transregios)
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- Completed projects
