"reliability guarantees" Papers
4 papers found
Conference
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