Optimization Guarantees of Unfolded ISTA and ADMM Networks With Smooth Soft-Thresholding-Reference-Cited by-同舟云学术

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Optimization Guarantees of Unfolded ISTA and ADMM Networks With Smooth Soft-Thresholding

Published:2024 Issue: Volume:72 Page:3272-3286
ISSN:1053-587X
Container-title:IEEE Transactions on Signal Processing
language:
Short-container-title:IEEE Trans. Signal Process.

Author:

Shah Shaik Basheeruddin¹^ORCID,Pradhan Pradyumna²^ORCID,Pu Wei³^ORCID,Randhi Ramunaidu²^ORCID,Rodrigues Miguel R. D.⁴^ORCID,Eldar Yonina C.¹^ORCID

Affiliation:

1. Weizmann Institute of Science, Rehovot, Israel

2. Department of Humanities and Sciences, Indian Institute of Petroleum and Energy, Visakhapatnam, India

3. University of Electronic Science and Technology, Chengdu, China

4. Department of Electronic and Electrical Engineering, University College London, London, U.K.

Funder

The Alan Turing Institute and Weizmann – UK Making Connections Programme

National Board for Higher Mathematics (NBHM), Govt. of India

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Link

http://xplorestaging.ieee.org/ielx8/78/10347386/10553300.pdf?arnumber=10553300

Reference55 articles.

1. Compressed Sensing

2. Compressed sensing

3. Model-Based Deep Learning

4. Model-Based Deep Learning: Key Approaches and Design Guidelines

5. Learning fast approximations of sparse coding;Gregor,2010

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1. Optimization Guarantees of Unfolded ISTA and ADMM Networks With Smooth Soft-Thresholding;IEEE Transactions on Signal Processing;2024

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