Projects per year
Personal profile
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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Collaborations and top research areas from the last five years
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Dimension Reduction and Data Visualization for Regression Analysis of Metric-Space-Valued Data
8/1/22 → 7/31/25
Project: Research project
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Collaborative Research: DMS/NIGMS 2: New statistical methods, theory, and software for microbiome data
Xue, L. (PI) & Yu, X. X. (CoPI)
National Institute of General Medical Sciences
9/5/23 → 8/31/24
Project: Research project
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Collaborative Research: CIF: Small: New Theory and Applications of Non-smooth and Non-Lipschitz Riemannian Optimization
Xue, L. (PI)
10/1/20 → 9/30/24
Project: Research project
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National Institute of Statistical Sciences Writing Workshop for Junior Researchers
Rosenberger, J. L. (PI) & Xue, L. (CoPI)
7/1/20 → 6/30/22
Project: Research project
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Collaborative Research: New Methods, Theory and Applications for Nonsmooth Manifold-Based Learning
Xue, L. (PI) & Zhan, X. (CoPI)
6/1/20 → 5/31/24
Project: Research project
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A LATENT VARIABLE MIXTURE MODEL FOR COMPOSITION-ON-COMPOSITION REGRESSION WITH APPLICATION TO CHEMICAL RECYCLING
Rios, N., Xue, L. & Zhan, X., Dec 2024, In: Annals of Applied Statistics. 18, 4, p. 3253-3273 21 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
An Additive Graphical Model for Discrete Data
Tao, J., Li, B. & Xue, L., 2024, In: Journal of the American Statistical Association. 119, 545, p. 368-381 14 p.Research output: Contribution to journal › Article › peer-review
Open Access -
A New Inexact Proximal Linear Algorithm With Adaptive Stopping Criteria for Robust Phase Retrieval
Zheng, Z., Ma, S. & Xue, L., 2024, In: IEEE Transactions on Signal Processing. 72, p. 1081-1093 13 p.Research output: Contribution to journal › Article › peer-review
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Dimension Reduction for Fréchet Regression
Zhang, Q., Xue, L. & Li, B., 2024, In: Journal of the American Statistical Association. 119, 548, p. 2733-2747 15 p.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
FEDERATED Q-LEARNING: LINEAR REGRET SPEEDUP WITH LOW COMMUNICATION COST
Zheng, Z., Gao, F., Xue, L. & Yang, J., 2024.Research output: Contribution to conference › Paper › peer-review
1 Scopus citations