- HanQin Cai, Daniel McKenzie, Wotao Yin, Zhenliang Zhang 0001. Zeroth-Order Regularized Optimization (ZORO): Approximately Sparse Gradients and Adaptive Sampling. SIAM Journal on Optimization, 32(2):687-714, 2022.
- Rui Yuan, Alessandro Lazaric, Robert M. Gower. Sketched Newton-Raphson. SIAM Journal on Optimization, 32(3):1555-1583, 2022.
- Jerzy Grzybowski, Ryszard Urbanski. Minimal Pairs of Convex Sets Which Share a Recession Cone. SIAM Journal on Optimization, 32(2):1049-1068, 2022.
- Immanuel M. Bomze, Markus Gabl. Uncertainty Preferences in Robust Mixed-Integer Linear Optimization with Endogenous Uncertainty. SIAM Journal on Optimization, 32(1):292-318, 2022.
- Maurício Silva Louzeiro, Ronny Bergmann, Roland Herzog. Fenchel Duality and a Separation Theorem on Hadamard Manifolds. SIAM Journal on Optimization, 32(2):854-873, 2022.
- Monika Eisenmann, Tony Stillfjord. Sublinear Convergence of a Tamed Stochastic Gradient Descent Method in Hilbert Space. SIAM Journal on Optimization, 32(3):1642-1667, 2022.
- Grigoriy Blekherman, Santanu S. Dey, Kevin Shu, Shengding Sun. Hyperbolic Relaxation of $k$-Locally Positive Semidefinite Matrices. SIAM Journal on Optimization, 32(2):470-490, 2022.
- Wenjing Li, Wei Bian, Kim-Chuan Toh. Difference-of-Convex Algorithms for a Class of Sparse Group $\ell_0$ Regularized Optimization Problems. SIAM Journal on Optimization, 32(3):1614-1641, 2022.
- Sungho Shin, Mihai Anitescu, Victor M. Zavala. Exponential Decay of Sensitivity in Graph-Structured Nonlinear Programs. SIAM Journal on Optimization, 32(2):1156-1183, 2022.
- Maria M. Davis, Dávid Papp. Dual Certificates and Efficient Rational Sum-of-Squares Decompositions for Polynomial Optimization over Compact Sets. SIAM Journal on Optimization, 32(4):2461-2492, 2022.