Journal: SIAM Journal on Optimization

Volume 30, Issue 1

1 -- 30Chao Zhang, Xiaojun Chen 0001. A Smoothing Active Set Method for Linearly Constrained Non-Lipschitz Nonconvex Optimization
31 -- 55Yun-Bin Zhao. Optimal k-Thresholding Algorithms for Sparse Optimization Problems
56 -- 79Amir Beck, Nadav Hallak. On the Convergence to Stationary Points of Deterministic and Randomized Feasible Descent Directions Methods
80 -- 101Luis Felipe Bueno, José Mario Martínez. On the Complexity of an Inexact Restoration Method for Constrained Optimization
102 -- 131Sebastian Banert, Axel Ringh, Jonas Adler, Johan Karlsson, Ozan Öktem. Data-Driven Nonsmooth Optimization
132 -- 148Xiao-Xiao Ma, Meng-Meng Zheng, Zheng-Hai Huang. A Note on the Nonemptiness and Compactness of Solution Sets of Weakly Homogeneous Variational Inequalities
149 -- 181Andreas Themelis, Panagiotis Patrinos. Douglas-Rachford Splitting and ADMM for Nonconvex Optimization: Tight Convergence Results
182 -- 209Yuchen Xie, Richard H. Byrd, Jorge Nocedal. Analysis of the BFGS Method with Errors
210 -- 239Shixiang Chen, Shiqian Ma, Anthony Man-Cho So, Tong Zhang. Proximal Gradient Method for Nonsmooth Optimization over the Stiefel Manifold
240 -- 261Igor Klep, Jiawang Nie. A Matrix Positivstellensatz with Lifting Polynomials
262 -- 289Vincent Roulet, Alexandre d'Aspremont. Sharpness, Restart, and Acceleration
290 -- 318Constantin Christof. Gradient-Based Solution Algorithms for a Class of Bilevel Optimization and Optimal Control Problems with a Nonsmooth Lower Level
319 -- 348A. Jourani, Francisco J. Silva. Existence of Lagrange Multipliers under Gâteaux Differentiable Data with Applications to Stochastic Optimal Control Problems
349 -- 376Courtney Paquette, Katya Scheinberg. A Stochastic Line Search Method with Expected Complexity Analysis
377 -- 406Johanna Burtscheidt, Matthias Claus, Stephan Dempe. Risk-Averse Models in Bilevel Stochastic Linear Programming
407 -- 438Vincent Guigues. Inexact Cuts in Stochastic Dual Dynamic Programming
439 -- 463Armin Eftekhari, Raphael A. Hauser. Principal Component Analysis by Optimization of Symmetric Functions has no Spurious Local Optima
464 -- 489Michel De Lara, Olivier Gossner. Payoffs-Beliefs Duality and the Value of Information
490 -- 512Xi Yin Zheng. Well-Posed Solvability of Convex Optimization Problems on a Differentiable or Continuous Closed Convex Set
513 -- 541Coralia Cartis, Nicholas I. M. Gould, Philippe L. Toint. Sharp Worst-Case Evaluation Complexity Bounds for Arbitrary-Order Nonconvex Optimization with Inexpensive Constraints
542 -- 584D. Russell Luke, Anna-Lena Martins. Convergence Analysis of the Relaxed Douglas-Rachford Algorithm
585 -- 603Eduardo Casas, Mariano Mateos. Critical Cones for Sufficient Second Order Conditions in PDE Constrained Optimization
604 -- 629Aram V. Arutyunov, Alexey F. Izmailov. Covering on a Convex Set in the Absence of Robinson's Regularity
630 -- 659Chao Ding, Defeng Sun, Jie Sun 0001, Kim-Chuan Toh. Spectral Operators of Matrices: Semismoothness and Characterizations of the Generalized Jacobian
660 -- 686Xiao Li, Zhihui Zhu, Anthony Man-Cho So, René Vidal. Nonconvex Robust Low-Rank Matrix Recovery
687 -- 716Zhengyuan Zhou, Panayotis Mertikopoulos, Nicholas Bambos, Stephen P. Boyd, Peter W. Glynn. On the Convergence of Mirror Descent beyond Stochastic Convex Programming
717 -- 751Necdet Serhat Aybat, Alireza Fallah 0001, Mert Gürbüzbalaban, Asuman E. Ozdaglar. Robust Accelerated Gradient Methods for Smooth Strongly Convex Functions
752 -- 780Johannes O. Royset. Stability and Error Analysis for Optimization and Generalized Equations
781 -- 797Xiaoyi Gu, Shabbir Ahmed 0001, Santanu S. Dey. Exact Augmented Lagrangian Duality for Mixed Integer Quadratic Programming
798 -- 822Monaldo Mastrolilli. High Degree Sum of Squares Proofs, Bienstock-Zuckerberg Hierarchy, and Chvátal-Gomory Cuts
823 -- 852Junyi Liu, Suvrajeet Sen. Asymptotic Results of Stochastic Decomposition for Two-Stage Stochastic Quadratic Programming
853 -- 884Warren Hare, Gabriel Jarry-Bolduc. Calculus Identities for Generalized Simplex Gradients: Rules and Applications
885 -- 914Seyed Rasoul Etesami. Complexity and Approximability of Optimal Resource Allocation and Nash Equilibrium over Networks
915 -- 932Rujun Jiang, Duan Li 0002. A Linear-Time Algorithm for Generalized Trust Region Subproblems
933 -- 959Konstantin Mishchenko, Franck Iutzeler, Jérôme Malick. A Distributed Flexible Delay-Tolerant Proximal Gradient Algorithm
960 -- 979Saeed Ghadimi, Andrzej Ruszczynski, Mengdi Wang. A Single Timescale Stochastic Approximation Method for Nested Stochastic Optimization
980 -- 1006Francisco J. Aragón Artacho, Phan T. Vuong. The Boosted Difference of Convex Functions Algorithm for Nonsmooth Functions
1007 -- 1032Daniel Porumbel. Projective Cutting-Planes
1033 -- 1047James Saunderson. Limitations on the Expressive Power of Convex Cones without Long Chains of Faces
1048 -- 0Dorit S. Hochbaum, Cheng Lu. Erratum: A Faster Algorithm Solving a Generalization of Isotonic Median Regression and a Class of Fused Lasso Problems