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Dive into the research topics where Zhaosong Lu is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Projects and Grants
- 2 Active
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Collaborative Research: III: Medium: New Machine Learning Empowered Nanoinformatics System for Advancing Nanomaterial Design
THE NATIONAL SCIENCE FOUNDATION
9/1/22 → 8/31/26
Project: Research project
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Collaborative Research: III: Medium: New Machine Learning Empowered Nanoinformatics System for Advancing Nanomaterial Design
9/1/22 → 8/31/26
Project: Research project
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ACCELERATED FIRST-ORDER METHODS FOR CONVEX OPTIMIZATION WITH LOCALLY LIPSCHITZ CONTINUOUS GRADIENT
Lu, Z. & Mei, S., 2023, In: SIAM Journal on Optimization. 33, 3, p. 2275-2310 36 p.Research output: Contribution to journal › Article › peer-review
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A new nonconvex low-rank tensor approximation method with applications to hyperspectral images denoising
Tu, Z., Lu, J., Zhu, H., Pan, H., Hu, W., Jiang, Q. & Lu, Z., Jun 2023, In: Inverse Problems. 39, 6, 065003.Research output: Contribution to journal › Article › peer-review
4 Scopus citations -
A newton-cg based augmented lagrangian method for finding a second-order stationary point of nonconvex equality constrained optimization with complexity guarantees
He, C., Lu, Z. & Pong, T. K., 2023, In: SIAM Journal on Optimization. 33, 3, p. 1734-1766 33 p.Research output: Contribution to journal › Article › peer-review
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A NEWTON-CG BASED BARRIER METHOD FOR FINDING A SECOND-ORDER STATIONARY POINT OF NONCONVEX CONIC OPTIMIZATION WITH COMPLEXITY GUARANTEES
He, C. & Lu, Z., 2023, In: SIAM Journal on Optimization. 33, 2, p. 1191-1222 32 p.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., 2023, (Accepted/In press) In: Journal of Computational and Graphical Statistics.Research output: Contribution to journal › Article › peer-review