2024 Poster "sample complexity bounds" Papers

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

Hongcheng Liu, Jindong Tong

ICML 2024poster

Position: On the Possibilities of AI-Generated Text Detection

Souradip Chakraborty, Amrit Singh Bedi, Sicheng Zhu et al.

ICML 2024poster

Risk Estimation in a Markov Cost Process: Lower and Upper Bounds

Gugan Chandrashekhar Mallika Thoppe, Prashanth L.A., Sanjay Bhat

ICML 2024poster

Sample Complexity Bounds for Estimating Probability Divergences under Invariances

Behrooz Tahmasebi, Stefanie Jegelka

ICML 2024poster