OOIR: Observatory of International Research

Papers

(The H4-Index of SIAM Journal on Optimization is 17. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2022-08-01 to 2026-08-01.)

Article	Citations
Maximum A Posteriori Inference of Random Dot Product Graphs via Conic Programming	78
The Lovász Theta Function for Recovering Planted Clique Covers and Graph Colorings	68
An Approximation-Based Regularized Extra-Gradient Method for Monotone Variational Inequalities	60
On Difference-of-SOS and Difference-of-Convex-SOS Decompositions for Polynomials	41
Convex Ternary Quartics Are SOS-Convex	38
Effective Front-Descent Algorithms with Convergence Guarantees	33
A Correlatively Sparse Lagrange Multiplier Expression Relaxation for Polynomial Optimization	33
Orthogonal Trace-Sum Maximization: Tightness of the Semidefinite Relaxation and Guarantee of Locally Optimal Solutions	32
Bregman Finito/MISO for Nonconvex Regularized Finite Sum Minimization without Lipschitz Gradient Continuity	30
A Descent Algorithm for the Optimal Control of ReLU Neural Network Informed PDEs Based on Approximate Directional Derivatives	30
Convex Approximations of Random Constrained Markov Decision Processes	25
Reducing Nonnegativity over General Semialgebraic Sets to Nonnegativity over Simple Sets	23
Variational Convexity of Functions and Variational Sufficiency in Optimization	21
High Probability Complexity Bounds for Adaptive Step Search Based on Stochastic Oracles	20
Convex Bi-level Optimization Problems with Nonsmooth Outer Objective Function	19
Occupation Measure Relaxations in Variational Problems: The Role of Convexity	18
Large Deviation Upper Bounds and Improved MSE Rates of Nonlinear SGD: Heavy-Tailed Noise and Power of Symmetry	18
Optimal Self-Concordant Barriers for Quantum Relative Entropies	17
Solution of Mismatched Monotone+Lipschitz Inclusion Problems	17
The Rate of Convergence of Bregman Proximal Methods: Local Geometry Versus Regularity Versus Sharpness	17