@article{learningregularizationfunctionalsforinve, title = {Learning Regularization Functionals for Inverse Problems: A Comparative Study}, author = {Johannes Hertrich and Hok Shing Wong and Alexander Denker and Stanislas Ducotterd and Zhenghan Fang and Markus Haltmeier and Željko Kereta and Erich Kobler and Oscar Leong and Mohammad Sadegh Salehi and Carola-Bibiane Schönlieb and Johannes Schwab and Zakhar Shumaylov and Jeremias Sulam and German Shâma Wache and Martin Zach and Yasi Zhang and Matthias J. Ehrhardt and Sebastian Neumayer}, year = {2025}, eprint = {2510.01755}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.01755}, }