Optimization Methods & Software

Papers
(The H4-Index of Optimization Methods & Software is 10. 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 2020-07-01 to 2024-07-01.)
ArticleCitations
COCO: a platform for comparing continuous optimizers in a black-box setting167
Inexact model: a framework for optimization and variational inequalities28
Weakly-convex–concave min–max optimization: provable algorithms and applications in machine learning25
Quasi-Newton methods for machine learning: forget the past, just sample14
An ADMM-based interior-point method for large-scale linear programming13
Inexact SARAH algorithm for stochastic optimization13
A Benson-type algorithm for bounded convex vector optimization problems with vertex selection12
An efficient hybrid conjugate gradient method for unconstrained optimization12
EAGO.jl: easy advanced global optimization in Julia12
Stochastic distributed learning with gradient quantization and double-variance reduction11
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