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Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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The Fingerprint is created by mining the titles and abstracts of the person's research outputs and projects/funding awards to create an index of weighted terms from discipline-specific thesauri.
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Collaborations and top research areas from the last five years
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Projects
- 3 Active
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Zeroth- and First-Order Methods for Bilevel Optimization
Lu, Z. (PI)
9/25/24 → 9/24/27
Project: Research project
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Stochastic and Distributed First-Order Methods for Big Convex Optimization
Lu, Z. (PI)
9/1/24 → 8/31/27
Project: Research project
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Collaborative Research: III: Medium: New Machine Learning Empowered Nanoinformatics System for Advancing Nanomaterial Design
Lu, Z. (PI)
THE NATIONAL SCIENCE FOUNDATION
9/1/22 → 8/31/26
Project: Research project
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A Newton-CG based barrier-augmented Lagrangian method for general nonconvex conic optimization
He, C., Huang, H. & Lu, Z., Dec 2024, In: Computational Optimization and Applications. 89, 3, p. 843-894 52 p.Research output: Contribution to journal › Article › peer-review
Open Access -
A NONLOCAL KRONECKER-BASIS-REPRESENTATION METHOD FOR LOW-DOSE CT SINOGRAM RECOVERY
Lu, J., Hu, H., Zou, Y., Lu, Z., Liu, X., Zu, K. & Li, L., 2024, In: Journal of Computational Mathematics. 42, 4, p. 1080-1108 29 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Augmented Lagrangian method for tensor low-rank and sparsity models in multi-dimensional image recovery
Zhu, H., Liu, X., Huang, L., Lu, Z., Lu, J. & Ng, M. K., Aug 2024, In: Advances in Computational Mathematics. 50, 4, 75.Research output: Contribution to journal › Article › peer-review
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Exactly Uncorrelated Sparse Principal Component Analysis
Kwon, O. R., Lu, Z. & Zou, H., 2024, In: Journal of Computational and Graphical Statistics. 33, 1, p. 231-241 11 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
FIRST-ORDER PENALTY METHODS FOR BILEVEL OPTIMIZATION
Lu, Z. & Mei, S., 2024, In: SIAM Journal on Optimization. 34, 2, p. 1937-1969 33 p.Research output: Contribution to journal › Article › peer-review
Open Access4 Scopus citations