Poster "algorithmic stability" Papers

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Algorithmic Stability Based Generalization Bounds for Adversarial Training

Runzhi Tian, Yongyi Mao

Generalization Bounds for Model-based Algorithm Configuration

Zhiyang Chen, Hailong Yao, Xia Yin

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

Bowei Zhu, Shaojie Li, Mingyang Yi et al.

NEURIPS 2025arXiv:2410.09766

Algorithmic Stability Unleashed: Generalization Bounds with Unbounded Losses

Shaojie Li, Bowei Zhu, Yong Liu

Improved Stability and Generalization Guarantees of the Decentralized SGD Algorithm

Batiste Le Bars, Aurélien Bellet, Marc Tommasi et al.

ICML 2024arXiv:2306.02939

Stability and Generalization for Stochastic Recursive Momentum-based Algorithms for (Strongly-)Convex One to $K$-Level Stochastic Optimizations

Xiaokang Pan, Xingyu Li, Jin Liu et al.

ICML 2024arXiv:2407.05286

Stability and Generalization of Stochastic Compositional Gradient Descent Algorithms

Ming Yang, Xiyuan Wei, Tianbao Yang et al.

ICML 2024arXiv:2307.03357