Liu, Hongcheng

2 publications

ICML 2025 Non-Asymptotic and Non-Lipschitzian Bounds on Optimal Values in Stochastic Optimization Under Heavy Tails Jindong Tong, Hongcheng Liu, Johannes O. Royset

ICML 2024 New Sample Complexity Bounds for Sample Average Approximation in Heavy-Tailed Stochastic Programming Hongcheng Liu, Jindong Tong