Holger Rauhut
Scholar

Holger Rauhut

Google Scholar ID: KA2BM_UAAAAJ
Professor for Mathematics, LMU Munich
applied harmonic analysiscompressive sensingdeep learningsignal and image processingrandom
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Citations & Impact
All-time
Citations
4,810
 
H-index
30
 
i10-index
60
 
Publications
20
 
Co-authors
23
list available
Contact
Emailrauhut@math.lmu.de
Publications
6 items
Flatland: The Adventures of Gradient Descent with Large Step Sizes
2026
Cited
0
Allure of Craquelure: A Variational-Generative Approach to Crack Detection in Paintings
2026
Cited
0
PurSAMERE: Reliable Adversarial Purification via Sharpness-Aware Minimization of Expected Reconstruction Error
2026
Cited
0
Convergence of gradient flow for learning convolutional neural networks
2026
Cited
0
The Riemannian Geometry associated to Gradient Flows of Linear Convolutional Networks
2025
Cited
0
More is Less: Inducing Sparsity via Overparameterization
Information and Inference A Journal of the IMA · 2021
Cited
22
Resume (English only)
Research Experience
  • Member of the Mathematical Data Science and Artificial Intelligence Group
Co-authors
23 total
Co-author 1
Co-author 1
Massimo Fornasier
Massimo Fornasier
Professor of Applied Numerical Analysis, Technical University of Munich
Rachel Ward
Rachel Ward
UT Austin
Felix Krahmer
Felix Krahmer
Associate Professor for Optimization and Data Analysis, Technische Universität München
Pierre Vandergheynst
Pierre Vandergheynst
Professor of Electrical Engineering, Ecole Polytechnique Fédérale de Lausanne (EPFL)
Co-author 6
Co-author 6
Gitta Kutyniok
Gitta Kutyniok
Bavarian AI Chair for Mathematical Foundations of Artificial Intelligence, LMU Munich
Rémi Gribonval
Rémi Gribonval
Inria & ENS de Lyon