Research output per year
Research output 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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Research output
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An augmented Lagrangian method with constraint generation for shape-constrained convex regression problems
Lin, M., Sun, D. & Toh, K-C., Jun 2022, In: Mathematical Programming Computation. 14, 2, p. 223-270 48 p.Research output: Journal article publication › Journal article › Academic research › peer-review
Open Access -
Robust Tensor Completion: Equivalent Surrogates, Error Bounds, and Algorithms
Zhao, X., Bai, M., Sun, D. & Zheng, L., 24 May 2022, In: SIAM Journal on Imaging Sciences. 15, 2, p. 625-669 45 p.Research output: Journal article publication › Journal article › Academic research › peer-review
Open Access -
A fast globally linearly convergent algorithm for the computation of wasserstein barycenters
Yang, L., Li, J., Sun, D. & Toh, K. C., Jan 2021, In: Journal of Machine Learning Research. 22, p. 1-37 37 p.Research output: Journal article publication › Journal article › Academic research › peer-review
Open Access4 Citations (Scopus) -
An Efficient Linearly Convergent Regularized Proximal Point Algorithm for Fused Multiple Graphical Lasso Problems
Zhang, N., Zhang, Y., Sun, D. & Toh, K-C., 21 Apr 2021, (E-pub ahead of print) In: SIAM Journal on Mathematics of Data Science. 3, 2, p. 524-543 20 p.Research output: Journal article publication › Journal article › Academic research › peer-review
Open Access -
An inexact augmented lagrangian method for second-order cone programming with applications
Liang, L., Sun, D. & Toh, K. C., 13 Jul 2021, (E-pub ahead of print) In: SIAM Journal on Optimization. 31, 3, p. 1748-1773 26 p.Research output: Journal article publication › Journal article › Academic research › peer-review
Open Access
Prizes
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Beale--Orchard-Hays Prize for Excellence in Computational Mathematical Programming
Sun, Defeng (Recipient), Toh, Kim-Chuan (Recipient) & Yang, Liuqin (Recipient), 1 Jul 2018
Prize: Prize (research)
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Journal of Optimization Theory and Applications (Journal)
Defeng Sun (Associate editor)
Jul 2021 → …Activity: Publication peer-review and editorial work › Editorial work for journals
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Science in China, Series A: Mathematics (Journal)
Defeng Sun (Associate editor)
Jan 2018 → …Activity: Publication peer-review and editorial work › Editorial work for journals
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Journal of Computational Mathematics (Journal)
Defeng Sun (Associate editor)
Jul 2017 → …Activity: Publication peer-review and editorial work › Editorial work for journals
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Asia-Pacific Journal of Operational Research (Journal)
Defeng Sun (Advisory board member)
Jan 2014 → …Activity: Publication peer-review and editorial work › Editorial work for journals
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Journal of the Operations Research Society of China (Journal)
Defeng Sun (Associate editor)
Jul 2012 → …Activity: Publication peer-review and editorial work › Editorial work for journals