2024 "strongly convex problems" Papers

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

Hongcheng Liu, Jindong Tong

ICML 2024poster

On The Complexity of First-Order Methods in Stochastic Bilevel Optimization

Jeongyeol Kwon, Dohyun Kwon, Hanbaek Lyu

ICML 2024posterarXiv:2402.07101