Projects per year
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- 1 Similar Profiles
Collaborations and top research areas from the last five years
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Collaborative Research: Sparse Machine Learning and Sparse Optimization
Shen, L. (PI)
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
Shen, L. (PI)
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
Shen, L. (PI)
8/1/15 → 7/31/18
Project: Sponsored Project
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Non-Convex Optimization for Compressive Sampling
Shen, L. (PI)
11/1/12 → 5/15/13
Project: Sponsored Project
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Sparse Recovery: The Square of ℓ1/ℓ2 Norms
Jia, J., Prater-Bennette, A., Shen, L. & Tripp, E. E., Jan 2025, In: Journal of Scientific Computing. 102, 1, 24.Research output: Contribution to journal › Article › peer-review
Open Access -
Exploring Structural Sparsity of Coil Images from 3-Dimensional Directional Tight Framelets for SENSE Reconstruction\ast
Li, Y., Chan, R. H., Shen, L., Zhuang, X., Wu, R., Huang, Y. & Liu, J., 2024, In: SIAM Journal on Imaging Sciences. 17, 2, p. 888-916 29 p.Research output: Contribution to journal › Article › peer-review
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Fusion of low-rankness and smoothness under learnable nonlinear transformation for tensor completion
Zhang, Y., Tu, Z., Lu, J., Xu, C. & Shen, L., Jul 19 2024, In: Knowledge-Based Systems. 296, 111917.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
Hyperparameter Estimation for Sparse Bayesian Learning Models
Yu, F., Shen, L. & Song, G., 2024, In: SIAM-ASA Journal on Uncertainty Quantification. 12, 3, p. 759-787 29 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Large-Scale Non-convex Stochastic Constrained Distributionally Robust Optimization
Zhang, Q., Zhou, Y., Prater-Bennette, A., Shen, L. & Zou, S., Mar 25 2024, In: Proceedings of the AAAI Conference on Artificial Intelligence. 38, 8, p. 8217-8225 9 p.Research output: Contribution to journal › Conference Article › peer-review
Open Access
Press and Media
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Nine Faculty Honored for Excellence in Graduate Education
Qin, J., Shen, L., Green, C., Siddiki, S. & Browne, K.
4/12/24
1 item of Media coverage
Press/Media: Expert Comment
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NINE FACULTY HONORED FOR EXCELLENCE IN GRADUATE EDUCATION
Qin, J., Shen, L., Green, C., Siddiki, S. & Browne, K.
4/12/24
1 item of Media coverage
Press/Media: Expert Comment
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MATH DEPARTMENT SEES SIGNIFICANT GRANT SUPPORT FOR 2022-23
Rostami, M., Coman, D., Leuschke, G. J., Onninen, J. K., Miller, C., Shen, L. & Wehrli, S. M.
11/29/22
1 item of Media coverage
Press/Media: Expert Comment