Defeng Sun

Computational Mechanics · 2000–2013

A researcher in the Science corpus: 6 papers; trusts 9 researchers and is trusted by 14 researchers here, as inferred from the citation graph.

Subfields

• Computational Mechanics — 20 citations into it; #8,776 of 10,001 by trust here, #8,566 by citations
• Numerical Analysis — 19 citations into it; #835 of 3,586 by trust here, #875 by citations
• Computational Theory and Mathematics — 17 citations into it; #2,908 of 12,182 by trust here, #3,562 by citations
• Optimization & Training — 9 citations into it
• Numerical Methods & Scientific Computing — 8 citations into it
• Mathematical Optimization — 5 citations into it

Whom Defeng Sun trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. Nicholas John Higham
2. R. Tyrrell Rockafellar
3. Trond Steihaug
4. H. Qi
5. Kim-Chuan Toh
6. Yurii E. Nesterov
7. Paul Tseng
8. Junfeng Yang

Who trusts Defeng Sun overall

1. Xiaojun Chen
2. Zaiwen Wen
3. Jein-Shan Chen
4. Alexander Petersen
5. Xinyuan Zhao
6. Sebastian Utz
7. Barintag Saheya
8. Wotao Yin
9. Brendan O'Donoghue
10. H. Muller

Papers from Defeng Sun's perspective

Ordered by how strongly the researchers Defeng Sun trusts endorse each paper. Same corpus, a different order for every researcher.

1. Exact Matrix Completion via Convex Optimization
2. A Singular Value Thresholding Algorithm for Matrix Completion
3. Guaranteed Minimum-Rank Solutions of Linear Matrix Equations via Nuclear Norm Minimization
4. Fixed point and Bregman iterative methods for matrix rank minimization
5. Matrix Completion With Noise
6. Monotone Operators and the Proximal Point Algorithm
7. An accelerated proximal gradient algorithm for nuclear norm regularized linear least squares problems
8. Trace Norm Regularization: Reformulations, Algorithms, and Multi-Task Learning
9. A new inexact alternating directions method for monotone variational inequalities (Mathematical programming)
10. Perturbation Analysis of Optimization Problems (Springer Series in Operations Research)

Their papers

• A Quadratically Convergent Newton Method for Computing the Nearest Correlation Matrix (2006) — 309 citations
• On the Coderivative of the Projection Operator onto the Second-order Cone (2008) — 90 citations
• Hankel Matrix Rank Minimization with Applications to System Identification and Realization (2013) — 544 citations
• A new look at smoothing Newton methods for nonlinear complementarity problems and box constrained variational inequalities (2000) — 407 citations
• An augmented Lagrangian dual approach for the H-weighted nearest correlation matrix problem (2011) — 68 citations
• A Newton-CG Augmented Lagrangian Method for Semidefinite Programming (2010) — 443 citations