@article{solvinginverseproblemswithdeeplinear, title = {Solving Inverse Problems with Deep Linear Neural Networks: Global Convergence Guarantees for Gradient Descent with Weight Decay}, author = {Hannah Laus and Suzanna Parkinson and Vasileios Charisopoulos and Felix Krahmer and Rebecca Willett}, year = {2025}, eprint = {2502.15522}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2502.15522v2}, }