Optimization Methods & Software

Papers
(The H4-Index of Optimization Methods & Software is 11. 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
A majorization penalty method for SVM with sparse constraint37
An adaptive regularization method in Banach spaces23
FLECS: a federated learning second-order framework via compression and sketching22
Computing subgradients of convex relaxations for solutions of parametric ordinary differential equations18
Sparse convex optimization toolkit: a mixed-integer framework17
Exact gradient methods with memory16
Discretization and quantification for distributionally robust optimization with decision-dependent ambiguity sets16
The largest- K -norm for general measure spaces and a DC reformulation for L 0 -constrained problems in function sp14
Correction14
A two-step new modulus-based matrix splitting method for vertical linear complementarity problem12
A proximal-gradient inertial algorithm with Tikhonov regularization: strong convergence to the minimal norm solution12
Practical perspectives on symplectic accelerated optimization11
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