OOIR: Observatory of International Research

Papers

(The H4-Index of SIAM Journal on Optimization is 19. 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 2022-06-01 to 2026-06-01.)

Article	Citations
Maximum A Posteriori Inference of Random Dot Product Graphs via Conic Programming	74
The Lovász Theta Function for Recovering Planted Clique Covers and Graph Colorings	65
An Approximation-Based Regularized Extra-Gradient Method for Monotone Variational Inequalities	56
On Difference-of-SOS and Difference-of-Convex-SOS Decompositions for Polynomials	37
Reducing Nonnegativity over General Semialgebraic Sets to Nonnegativity over Simple Sets	36
Convex Ternary Quartics Are SOS-Convex	36
Effective Front-Descent Algorithms with Convergence Guarantees	32
A Correlatively Sparse Lagrange Multiplier Expression Relaxation for Polynomial Optimization	30
Convex Approximations of Random Constrained Markov Decision Processes	28
Large Deviation Upper Bounds and Improved MSE Rates of Nonlinear SGD: Heavy-Tailed Noise and Power of Symmetry	28
Orthogonal Trace-Sum Maximization: Tightness of the Semidefinite Relaxation and Guarantee of Locally Optimal Solutions	26
Optimal Self-Concordant Barriers for Quantum Relative Entropies	25
Bregman Finito/MISO for Nonconvex Regularized Finite Sum Minimization without Lipschitz Gradient Continuity	23
Convex Bi-level Optimization Problems with Nonsmooth Outer Objective Function	23
Variational Convexity of Functions and Variational Sufficiency in Optimization	22
Occupation Measure Relaxations in Variational Problems: The Role of Convexity	21
High Probability Complexity Bounds for Adaptive Step Search Based on Stochastic Oracles	21
A Descent Algorithm for the Optimal Control of ReLU Neural Network Informed PDEs Based on Approximate Directional Derivatives	20
Refined TSSOS	19