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  • 3 Similar Profiles
Convex optimization Engineering & Materials Science
Polynomials Engineering & Materials Science
Semidefinite Programming Mathematics
Primal-dual Mathematics
Linear programming Engineering & Materials Science
Cones Engineering & Materials Science
Tensors Engineering & Materials Science
Convex Programming Mathematics

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Projects 2012 2019

Early Diagnosis
Alzheimer Disease
Completion Problem

Trade Finance Contracts for Small-Business Suppliers

Gupta, D., Gupta, D. & Zhang, S.

National Science Foundation


Project: Research project

Small business

Research Output 1986 2019

Primal-dual optimization algorithms over Riemannian manifolds: an iteration complexity analysis

Zhang, J., Ma, S. & Zhang, S., Jan 1 2019, In : Mathematical Programming.

Research output: Contribution to journalArticle

Primal-dual Algorithm
Complexity Analysis
Riemannian Manifold
Optimization Algorithm
4 Citations (Scopus)

Randomized Primal–Dual Proximal Block Coordinate Updates

Gao, X., Xu, Y. Y. & Zhang, S. Z., Jun 5 2019, In : Journal of the Operations Research Society of China. 7, 2, p. 205-250 46 p.

Research output: Contribution to journalArticle

Rate of convergence
Convergence rate
Stochastic approximation
8 Citations (Scopus)

Structured nonconvex and nonsmooth optimization: algorithms and iteration complexity analysis

Jiang, B., Lin, T., Ma, S. & Zhang, S., Jan 15 2019, In : Computational Optimization and Applications. 72, 1, p. 115-157 43 p.

Research output: Contribution to journalArticle

Nonsmooth Optimization
Nonconvex Optimization
Complexity Analysis
Optimization Algorithm
Stationary Solutions
3 Citations (Scopus)

Tightness of a new and enhanced semidefinite relaxation for MIMO detection

Lu, C., Liu, Y. F., Zhang, W. Q. & Zhang, S., Jan 1 2019, In : SIAM Journal on Optimization. 29, 1, p. 719-742 24 p.

Research output: Contribution to journalArticle

Semidefinite Relaxation
Multiple-input multiple-output (MIMO)
Quadratic programming
5 Citations (Scopus)
Convex optimization
Constrained optimization
Constrained Optimization
Convex Optimization