Convergence and Recovery Guarantees of Unsupervised Neural Networks for Inverse Problems

Nathan Buskulic, Jalal Fadili, Yvain Quéau

Neural networks have become a prominent approach to solve inverse problems in recent years. While a plethora of such methods was developed to solve inverse problems empirically, we…