NeurIPS 2025 "algorithmic stability" Papers

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Generalization Bounds for Model-based Algorithm Configuration

Zhiyang Chen, Hailong Yao, Xia Yin

NeurIPS 2025poster

Stability and Sharper Risk Bounds with Convergence Rate $\tilde{O}(1/n^2)$

Bowei Zhu, Shaojie Li, Mingyang Yi et al.

NeurIPS 2025posterarXiv:2410.09766
1
citations

Which Algorithms Have Tight Generalization Bounds?

Michael Gastpar, Ido Nachum, Jonathan Shafer et al.

NeurIPS 2025spotlightarXiv:2410.01969