Title	Publication Date	Language	Citations
On the implementation of an interior-point filter line-search algorithm for large-scale nonlinear programming	2005/04/28	English	4,406
Benchmarking optimization software with performance profiles	2002/01/01		2,542
Smooth minimization of non-smooth functions	2004/12/29	English	1,065
Robust discrete optimization and network flows	2003/09/01		1,061
Adjustable robust solutions of uncertain linear programs	2004/03/01		919
Second-order cone programming	2003/01/01		852
A polyhedral branch-and-cut approach to global optimization	2005/05/03	English	839
Proximal alternating linearized minimization for nonconvex and nonsmooth problems	2013/07/26	English	767
Robust optimization ? methodology and applications	2002/05/01		705
Convergence of descent methods for semi-algebraic and tame problems: proximal algorithms, forward–backward splitting, and regularized Gauss–Seidel methods	2011/08/20	English	690
Semidefinite programming relaxations for semialgebraic problems	2003/05/01		665
Data-driven distributionally robust optimization using the Wasserstein metric: performance guarantees and tractable reformulations	2017/07/07	English	653
Gradient methods for minimizing composite functions	2012/12/21	English	622
Solving semidefinite-quadratic-linear programs using SDPT3	2003/02/01		616
An interior algorithm for nonlinear optimization that combines line search and trust region steps	2005/11/25	English	604
Scenario reduction in stochastic programming	2003/03/01		582
Coordinate descent algorithms	2015/03/25	English	561
Fixed point and Bregman iterative methods for matrix rank minimization	2009/09/23	English	507
Local branching	2003/09/01		467
Nonlinear programming without a penalty function	2002/01/01		438
A feasible method for optimization with orthogonality constraints	2012/08/29	English	412
Pegasos: primal estimated sub-gradient solver for SVM	2010/10/16	English	400
On implementing a primal-dual interior-point method for conic quadratic optimization	2003/02/01		376
The direct extension of ADMM for multi-block convex minimization problems is not necessarily convergent	2014/10/17	English	369
A coordinate gradient descent method for nonsmooth separable minimization	2007/08/01	English	356
Uncertain convex programs: randomized solutions and confidence levels	2004/02/06	English	349
Distributionally robust joint chance constraints with second-order moment information	2011/11/10	English	342
Global optimization of mixed-integer nonlinear programs: A theoretical and computational study	2004/04/01		327
A nonlinear programming algorithm for solving semidefinite programs via low-rank factorization	2003/02/01		324
Cubic regularization of Newton method and its global performance	2006/04/25	English	315