"stochastic programming" Papers

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Achieving $\tilde{\mathcal{O}}(1/N)$ Optimality Gap in Restless Bandits through Gaussian Approximation

Chen YAN, Weina Wang, Lei Ying

NeurIPS 2025spotlightarXiv:2410.15003

New Sample Complexity Bounds for Sample Average Approximation in Heavy-Tailed Stochastic Programming

Hongcheng Liu, Jindong Tong

ICML 2024poster