Theoretical Linear Convergence of Unfolded ISTA and its Practical Weights and Thresholds

Xiaohan Chen, Jialin Liu, Zhangyang Wang +1

In recent years, unfolding iterative algorithms as neural networks has become an empirical success in solving sparse recovery problems. However, its theoretical understanding is st…