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Felix Krahmer

Solving Inverse Problems with Deep Linear Neural Networks: Global Convergence Guarantees for Gradient Descent with Weight Decay

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Feb 21, 2025
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Implicit Regularization for Tubal Tensor Factorizations via Gradient Descent

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Oct 21, 2024
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Non-Asymptotic Uncertainty Quantification in High-Dimensional Learning

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Jul 18, 2024
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High-Dimensional Confidence Regions in Sparse MRI

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Jul 18, 2024
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With or Without Replacement? Improving Confidence in Fourier Imaging

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Jul 18, 2024
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The Mathematics of Dots and Pixels: On the Theoretical Foundations of Image Halftoning

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Jun 18, 2024
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Uncertainty quantification for learned ISTA

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Sep 14, 2023
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Approximating Positive Homogeneous Functions with Scale Invariant Neural Networks

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Aug 05, 2023
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How robust is randomized blind deconvolution via nuclear norm minimization against adversarial noise?

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Mar 17, 2023
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Non-intrusive surrogate modelling using sparse random features with applications in crashworthiness analysis

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Dec 30, 2022
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