Lin Kong, Wei Sun, Fanhua Shang, Yuanyuan Liu, Hongying Liu
TL;DR本文提出一种基于梯度外推的残差结构具有理论保证和解释能力的 LISTA 算法(ELISTA)，可用于解决稀疏编码问题，具有线性收敛性，并在实验中实现了验证。
Abstract
Recently, the study on learned iterative shrinkage thresholding algorithm (LISTA) has attracted increasing attentions. A large number of experiments as well as some theories have proved the high efficiency of LISTA for solving →