| A Singular Value Thresholding Algorithm for Matrix Completion | 2010/01/01 | English | 2,864 |
| An Interior Trust Region Approach for Nonlinear Minimization Subject to Bounds | 1996/05/01 | English | 1,980 |
| On the Implementation of a Primal-Dual Interior Point Method | 1992/11/01 | English | 788 |
| Mesh Adaptive Direct Search Algorithms for Constrained Optimization | 2006/01/01 | English | 672 |
| Robust Stochastic Approximation Approach to Stochastic Programming | 2009/01/01 | English | 670 |
| A New Conjugate Gradient Method with Guaranteed Descent and an Efficient Line Search | 2005/01/01 | English | 661 |
| Convex Approximations of Chance Constrained Programs | 2007/01/01 | English | 616 |
| Global Convergence Properties of Conjugate Gradient Methods for Optimization | 1992/02/01 | English | 584 |
| A Unified Convergence Analysis of Block Successive Minimization Methods for Nonsmooth Optimization | 2013/01/01 | English | 582 |
| Fixed-Point Continuation for $\ell_1$-Minimization: Methodology and Convergence | 2008/01/01 | English | 477 |
| Efficiency of Coordinate Descent Methods on Huge-Scale Optimization Problems | 2012/01/01 | English | 416 |
| Rank-Sparsity Incoherence for Matrix Decomposition | 2011/04/01 | English | 412 |
| Cones of Matrices and Set-Functions and 0–1 Optimization | 1991/05/01 | English | 400 |
| Convergence Analysis of Alternating Direction Method of Multipliers for a Family of Nonconvex Problems | 2016/01/01 | English | 385 |
| Interior Point Methods in Semidefinite Programming with Applications to Combinatorial Optimization | 1995/02/01 | English | 378 |
| The Łojasiewicz Inequality for Nonsmooth Subanalytic Functions with Applications to Subgradient Dynamical Systems | 2007/01/01 | English | 369 |
| A Sample Approximation Approach for Optimization with Probabilistic Constraints | 2008/01/01 | English | 361 |
| An Interior-Point Method for Semidefinite Programming | 1996/05/01 | English | 351 |
| Benchmarking Derivative-Free Optimization Algorithms | 2009/01/01 | English | 318 |
| Stochastic First- and Zeroth-Order Methods for Nonconvex Stochastic Programming | 2013/01/01 | English | 293 |
| Globally Convergent Inexact Newton Methods | 1994/05/01 | English | 278 |
| Problem Formulation for Multidisciplinary Optimization | 1994/11/01 | English | 267 |
| Recovering Low-Rank and Sparse Components of Matrices from Incomplete and Noisy Observations | 2011/01/01 | English | 261 |
| A Version of the Bundle Idea for Minimizing a Nonsmooth Function: Conceptual Idea, Convergence Analysis, Numerical Results | 1992/02/01 | English | 250 |
| On Augmented Lagrangian Methods with General Lower-Level Constraints | 2008/01/01 | English | 241 |
| On the Complexity of Nonnegative Matrix Factorization | 2010/01/01 | English | 238 |
| On the Convergence of Block Coordinate Descent Type Methods | 2013/01/01 | English | 237 |
| A Robust Gradient Sampling Algorithm for Nonsmooth, Nonconvex Optimization | 2005/01/01 | English | 237 |
| Variable Metric Method for Minimization | 1991/02/01 | English | 234 |
| Convergence Analysis of a Proximal-Like Minimization Algorithm Using Bregman Functions | 1993/08/01 | English | 225 |