Research output per year
Research output per year
Network
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Research output
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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
1 Citation (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
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Convex clustering: Model, theoretical guarantee and efficient algorithm
Sun, D., Toh, K. C. & Yuan, Y., Jan 2021, In: Journal of Machine Learning Research. 22, p. 1-32 32 p.Research output: Journal article publication › Journal article › Academic research › peer-review
2 Citations (Scopus) -
On the equivalence of inexact proximal ALM and ADMM for a class of convex composite programming
Chen, L., Li, X., Sun, D. & Toh, K. C., Jan 2021, In: Mathematical Programming. 185, 1-2, p. 111-161 51 p.Research output: Journal article publication › Journal article › Academic research › peer-review
5 Citations (Scopus)
Prizes
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Beale--Orchard-Hays Prize for Excellence in Computational Mathematical Programming
Sun, Defeng (Recipient), Toh, K. (Recipient) & Yang, L. (Recipient), 1 Jul 2018
Prize: Prize (research)
File
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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
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SIAM Journal on Optimization (Journal)
Defeng Sun (Associate editor)
Jan 2012 → …Activity: Publication peer-review and editorial work › Editorial work for journals