Recovery Guarantees of Unsupervised Neural Networks for Inverse Problems trained with Gradient Descent

Nathan Buskulic, Jalal Fadili, Yvain Quéau

Advanced machine learning methods, and more prominently neural networks, have become standard to solve inverse problems over the last years. However, the theoretical recovery guara…