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Institution
Technische Universität München
Fakultät für Mathematik
Lehrstuhl für Angewandte Numerische Analysis
und Optimierung und Data Analysis (M15)
Address
Boltzmannstraße 3
85748 Garching
Deutschland
GERiT
This institution in GERiT
85748 Garching
Projects
Research Grants
Completed projects
Multi-parameter regularization in high-dimensional learning
(Applicant
Fornasier, Massimo
)
Optimal adaptive finite element and wavelet methods for p-Poisson equations
(Applicants
Dahlke, Stephan
;
Diening, Lars
;
Fornasier, Massimo
)
Splines of complex order, fractional operators and applications to signal and image processing
(Applicants
Forster-Heinlein, Brigitte
;
Massopust, Ph.D., Peter
)
Independent Junior Research Groups
Completed projects
RaSenQuaSI: Randomized Sensing and Quantization of Signals and Images
(Applicant
Krahmer, Ph.D., Felix
)
Priority Programmes
Current projects
Implicit Bias in Adversarial Training
(Applicants
Fornasier, Massimo
;
Rauhut, Holger
)
Solving linear inverse problems with neural networks: generalization, robustness, uncertainty quantification
(Applicants
Heckel, Reinhard
;
Krahmer, Ph.D., Felix
)
Completed projects
Bilinear Compressed Sensing - Efficiency, Structure, and Robustness
(Applicants
Gross, Ph.D., David
;
Jung, Peter
;
Krahmer, Ph.D., Felix
)
Identification of Energies from Observations of Evolutions
(Applicant
Fornasier, Massimo
)
Learning and Recovery Algorithms for Multi-Sensor Data Fusion and Spectral Unmixing in Earth Observation
(Applicants
Fornasier, Massimo
;
Kramer, Gerhard
;
Zhu, Xiaoxiang
)
CRC/Transregios
Completed projects
Digital representations of manifold data
(Project Heads
Krahmer, Ph.D., Felix
;
Kutyniok, Gitta
)
Shearlet approximation of brittle fracture evolutions
(Project Heads
Fornasier, Massimo
;
Kutyniok, Gitta
)
International Research Training Groups
Completed projects
GRK 1754: Optimisation and Numerical Analysis for Partial Differential Equations with Non-smooth Structures
(Spokesperson
Vexler, Boris
)
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