Concepedia
Statistics
Publications
32
Citations
3.2K
H-Index
22
Active since
2006
Affiliations
Sungkyunkwan University(Current)
Seoul National University
University of Washington
National University of Singapore
Korea Institute for Advanced Study
Sangwoon Yun is an author at Sungkyunkwan University specializing in optimization, convex optimization, and computer science.
Publications per year
2006–2020
An accelerated proximal gradient algorithm for nuclear norm regularized linear least squares problems
Kim-Chuan Toh, Sangwoon Yun · National University of Singapore · 2009 · 969 citations
Computing, Computational Engineering, Computer Science +17
A coordinate gradient descent method for nonsmooth separable minimization
Paul Tseng, Sangwoon Yun · Mathematical Programming · 2007 · 784 citations
Natural Sciences, Computer Science, Mathematics +12
SymNMF: nonnegative low-rank approximation of a similarity matrix for graph clustering
Da Kuang, Sangwoon Yun, Haesun Park · Journal of Global Optimization · 2014 · 234 citations
Computing, Computer Science, Data Science +16
Block-Coordinate Gradient Descent Method for Linearly Constrained Nonsmooth Separable Optimization
P. Tseng, Sangwoon Yun · Journal of Optimization Theory and Applications · 2008 · 138 citations
Natural Sciences, Computer Science, Algorithms +11
A coordinate gradient descent method for ℓ 1-regularized convex minimization
Sangwoon Yun, Kim-Chuan Toh · Computational Optimization and Applications · 2009 · 112 citations
Natural Sciences, Computer Science, Mathematics +13
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