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 2021-09-01 to 2025-09-01.)
ArticleCitations
A majorization penalty method for SVM with sparse constraint37
An adaptive regularization method in Banach spaces23
Computing subgradients of convex relaxations for solutions of parametric ordinary differential equations23
Sparse convex optimization toolkit: a mixed-integer framework18
Discretization and quantification for distributionally robust optimization with decision-dependent ambiguity sets16
Exact gradient methods with memory16
The largest- K -norm for general measure spaces and a DC reformulation for L 0 -constrained problems in function sp14
FLECS: a federated learning second-order framework via compression and sketching14
Correction13
A proximal-gradient inertial algorithm with Tikhonov regularization: strong convergence to the minimal norm solution12
A two-step new modulus-based matrix splitting method for vertical linear complementarity problem11
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