2025 "optimization algorithms" Papers

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Data-Driven Performance Guarantees for Classical and Learned Optimizers

Rajiv Sambharya, Bartolomeo Stellato

NeurIPS 2025posterarXiv:2404.13831
10
citations

Hamiltonian Descent Algorithms for Optimization: Accelerated Rates via Randomized Integration Time

Qiang Fu, Andre Wibisono

NeurIPS 2025spotlightarXiv:2505.12553
2
citations

Some Optimizers are More Equal: Understanding the Role of Optimizers in Group Fairness

Mojtaba Kolahdouzi, Hatice Gunes, Ali Etemad

NeurIPS 2025spotlightarXiv:2504.14882