OOIR: Observatory of International Research

Papers

(The H4-Index of SIAM Journal on Optimization is 20. 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 2022-01-01 to 2026-01-01.)

Article	Citations
Maximum A Posteriori Inference of Random Dot Product Graphs via Conic Programming	62
Convex Approximations of Random Constrained Markov Decision Processes	48
The Lovász Theta Function for Recovering Planted Clique Covers and Graph Colorings	48
Convex Bi-level Optimization Problems with Nonsmooth Outer Objective Function	41
Occupation Measure Relaxations in Variational Problems: The Role of Convexity	31
A Correlatively Sparse Lagrange Multiplier Expression Relaxation for Polynomial Optimization	28
Orthogonal Trace-Sum Maximization: Tightness of the Semidefinite Relaxation and Guarantee of Locally Optimal Solutions	28
On Difference-of-SOS and Difference-of-Convex-SOS Decompositions for Polynomials	27
A Descent Algorithm for the Optimal Control of ReLU Neural Network Informed PDEs Based on Approximate Directional Derivatives	27
Reducing Nonnegativity over General Semialgebraic Sets to Nonnegativity over Simple Sets	25
Convex Ternary Quartics Are SOS-Convex	25
An Approximation-Based Regularized Extra-Gradient Method for Monotone Variational Inequalities	23
Optimal Self-Concordant Barriers for Quantum Relative Entropies	23
Variational Convexity of Functions and Variational Sufficiency in Optimization	22
Bregman Finito/MISO for Nonconvex Regularized Finite Sum Minimization without Lipschitz Gradient Continuity	22
High Probability Complexity Bounds for Adaptive Step Search Based on Stochastic Oracles	22
Fenchel Duality and a Separation Theorem on Hadamard Manifolds	21
The Rate of Convergence of Bregman Proximal Methods: Local Geometry Versus Regularity Versus Sharpness	20
Linear Programming on the Stiefel Manifold	20
Solution of Mismatched Monotone+Lipschitz Inclusion Problems	20
Refined TSSOS	20