Iteratively regularized Newton-type methods for general data misfit functionals and applications to Poisson data. - Thorsten Hohage; Frank Werner 002 (Numerische Mathematik, 2013)

Convergence Rates for Inverse Problems with Impulsive Noise. - Thorsten Hohage; Frank Werner 002 (SIAM J. Numer. Anal., 2014)

Convergence Rates for Exponentially Ill-Posed Inverse Problems with Impulsive Noise. - Claudia König; Frank Werner 002; Thorsten Hohage (SIAM J. Numer. Anal., 2016)

Variational Multiscale Nonparametric Regression: Algorithms and Implementation. - Miguel del Alamo; Housen Li; Axel Munk; Frank Werner 002 (Algorithms, 2020)

Minimax detection of localized signals in statistical inverse problems. - Markus Pohlmann; Frank Werner 002; Axel Munk (CoRR, 2021)

On the Asymptotical Regularization for Linear Inverse Problems in Presence of White Noise. - Shuai Lu; Pingping Niu; Frank Werner 002 (SIAM/ASA J. Uncertain. Quantification, 2021)

Towards quantitative super-resolution microscopy: Molecular maps with statistical guarantees. - Katharina Proksch; Frank Werner 002; Jan Keller-Findeisen; Haisen Ta; Axel Munk (CoRR, 2022)

Deautoconvolution in the two-dimensional case. - Yu Deng; Bernd Hofmann; Frank Werner 002 (CoRR, 2022)

On uniqueness and ill-posedness for the deautoconvolution problem in the multi-dimensional case. - Bernd Hofmann; Frank Werner 002; Yu Deng (CoRR, 2022)

Optimal regularized hypothesis testing in statistical inverse problems. - Remo Kretschmann; Daniel Wachsmuth; Frank Werner 002 (CoRR, 2022)

Adaptive minimax optimality in statistical inverse problems via SOLIT - Sharp Optimal Lepskii-Inspired Tuning. - Housen Li; Frank Werner 002 (CoRR, 2023)

On a Dynamic Variant of the Iteratively Regularized Gauss-Newton Method with Sequential Data. - Neil K. Chada; Marco A. Iglesias; Shuai Lu; Frank Werner 002 (SIAM J. Sci. Comput., 2023)

Maximum a posteriori testing in statistical inverse problems. - Remo Kretschmann; Frank Werner 002 (CoRR, 2024)

A unified concept of the degree of ill-posedness for compact and non-compact linear operators in Hilbert spaces under the auspices of the spectral theorem. - Frank Werner 002; Bernd Hofmann (CoRR, 2024)

A Simple Combination of Diffusion Models for Better Quality Trade-Offs in Image Denoising. - Jonas Dornbusch; Emanuel Pfarr; Florin-Alexandru Vasluianu; Frank Werner 002; Radu Timofte (CVPR Workshops, 2025)