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

Xiaohan Chen, Jialin Liu 0003, Zhangyang Wang, Wotao Yin. Theoretical Linear Convergence of Unfolded ISTA and Its Practical Weights and Thresholds. In Samy Bengio, Hanna M. Wallach, Hugo Larochelle, Kristen Grauman, Nicolò Cesa-Bianchi, Roman Garnett, editors, Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, NeurIPS 2018, 3-8 December 2018, Montréal, Canada. pages 9079-9089, 2018. [doi]

Abstract

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