SIAM Journal on Optimization

Papers
(The H4-Index of SIAM Journal on Optimization is 18. 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 2021-10-01 to 2025-10-01.)
ArticleCitations
Maximum A Posteriori Inference of Random Dot Product Graphs via Conic Programming55
Occupation Measure Relaxations in Variational Problems: The Role of Convexity46
Optimal Self-Concordant Barriers for Quantum Relative Entropies39
Convex Approximations of Random Constrained Markov Decision Processes34
The Lovász Theta Function for Recovering Planted Clique Covers and Graph Colorings31
Convex Ternary Quartics Are SOS-Convex27
Convex Bi-level Optimization Problems with Nonsmooth Outer Objective Function27
Variational Convexity of Functions and Variational Sufficiency in Optimization24
A Descent Algorithm for the Optimal Control of ReLU Neural Network Informed PDEs Based on Approximate Directional Derivatives24
An Approximation-Based Regularized Extra-Gradient Method for Monotone Variational Inequalities23
Reducing Nonnegativity over General Semialgebraic Sets to Nonnegativity over Simple Sets22
High Probability Complexity Bounds for Adaptive Step Search Based on Stochastic Oracles20
Orthogonal Trace-Sum Maximization: Tightness of the Semidefinite Relaxation and Guarantee of Locally Optimal Solutions20
On Difference-of-SOS and Difference-of-Convex-SOS Decompositions for Polynomials20
A Correlatively Sparse Lagrange Multiplier Expression Relaxation for Polynomial Optimization20
Bregman Finito/MISO for Nonconvex Regularized Finite Sum Minimization without Lipschitz Gradient Continuity19
Fenchel Duality and a Separation Theorem on Hadamard Manifolds18
A Subspace Acceleration Method for Minimization Involving a Group Sparsity-Inducing Regularizer18
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