- Claire Boyer, Antonin Chambolle, Yohann de Castro, Vincent Duval, Frédéric de Gournay, Pierre Weiss. On Representer Theorems and Convex Regularization. SIAM Journal on Optimization, 29(2):1260-1281, 2019.
- Aram V. Arutyunov, Sergey E. Zhukovskiy. Variational Principles in Analysis and Existence of Minimizers for Functions on Metric Spaces. SIAM Journal on Optimization, 29(2):994-1016, 2019.
- Cheng Lu, Ya-Feng Liu, Wei-Qiang Zhang, Shuzhong Zhang. Tightness of a New and Enhanced Semidefinite Relaxation for MIMO Detection. SIAM Journal on Optimization, 29(1):719-742, 2019.
- Rujun Jiang, Duan Li 0002. Novel Reformulations and Efficient Algorithms for the Generalized Trust Region Subproblem. SIAM Journal on Optimization, 29(2):1603-1633, 2019.
- Jelena Diakonikolas, Lorenzo Orecchia. The Approximate Duality Gap Technique: A Unified Theory of First-Order Methods. SIAM Journal on Optimization, 29(1):660-689, 2019.
- Albert S. Berahas, Richard H. Byrd, Jorge Nocedal. Derivative-Free Optimization of Noisy Functions via Quasi-Newton Methods. SIAM Journal on Optimization, 29(2):965-993, 2019.
- Charles Audet, Sébastien Le Digabel, Christophe Tribes. The Mesh Adaptive Direct Search Algorithm for Granular and Discrete Variables. SIAM Journal on Optimization, 29(2):1164-1189, 2019.
- Xiaojun Chen 0001, Alexander Shapiro, Hailin Sun. Convergence Analysis of Sample Average Approximation of Two-Stage Stochastic Generalized Equations. SIAM Journal on Optimization, 29(1):135-161, 2019.
- Karima Boufi, Ahmed Roubi. Duality Results and Dual Bundle Methods Based on the Dual Method of Centers for Minimax Fractional Programs. SIAM Journal on Optimization, 29(2):1578-1602, 2019.
- Xiaojun Chen 0001, Philippe L. Toint, H. Wang. Complexity of Partially Separable Convexly Constrained Optimization with Non-Lipschitzian Singularities. SIAM Journal on Optimization, 29(1):874-903, 2019.