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Dive into the research topics where Lixin Shen is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborative Research: Sparse Machine Learning and Sparse Optimization
8/15/22 → 7/31/25
Project: Sponsored Project
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Sparse Optimization in Large Scale Data Processing: A Multiscale Proximity Approach: Collaborative Research
7/1/19 → 6/30/23
Project: Sponsored Project
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Multiscale Proximity Algorithms for Optimization Problems Arising from Image/Signal Processing: Collaborative Research
8/1/15 → 7/31/18
Project: Sponsored Project
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A proximal algorithm with backtracked extrapolation for a class of structured fractional programming
Li, Q., Shen, L., Zhang, N. & Zhou, J., Jan 2022, In: Applied and Computational Harmonic Analysis. 56, p. 98-122 25 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
A tailor-made 3-dimensional directional Haar semi-tight framelet for pMRI reconstruction
Li, Y. R., Shen, L. & Zhuang, X., Sep 2022, In: Applied and Computational Harmonic Analysis. 60, p. 446-470 25 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
The Proximity Operator of the Log-Sum Penalty
Prater-Bennette, A., Shen, L. & Tripp, E. E., Dec 2022, In: Journal of Scientific Computing. 93, 3, 67.Research output: Contribution to journal › Article › peer-review
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Algorithmic versatility of SPF-regularization methods
Shen, L., Suter, B. W. & Tripp, E. E., Jan 2021, In: Analysis and Applications. 19, 1, p. 43-69 27 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Fixed-point proximity algorithms solving an incomplete Fourier transform model for seismic wavefield modeling
Wu, T., Shen, L. & Xu, Y., Mar 15 2021, In: Journal of Computational and Applied Mathematics. 385, 113208.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations