"reliability guarantees" Papers

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Adaptive Prediction-Powered AutoEval with Reliability and Efficiency Guarantees

Sangwoo Park, Matteo Zecchin, Osvaldo Simeone

NEURIPS 2025spotlightarXiv:2505.18659
4
citations

Multi-Objective Hyperparameter Selection via Hypothesis Testing on Reliability Graphs

Amirmohammad Farzaneh, Osvaldo Simeone

NEURIPS 2025arXiv:2501.13018
1
citations

Position: Benchmarking is Broken - Don't Let AI be Its Own Judge

Zerui Cheng, Stella Wohnig, Ruchika Gupta et al.

NEURIPS 2025arXiv:2510.07575
1
citations

Provably Reliable Conformal Prediction Sets in the Presence of Data Poisoning

Yan Scholten, Stephan Günnemann

ICLR 2025arXiv:2410.09878
2
citations