"distribution-free guarantees" Papers

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Conformalized Interval Arithmetic with Symmetric Calibration

Rui Luo, Zhixin Zhou

AAAI 2025paperarXiv:2408.10939
11
citations

Conformal Risk Training: End-to-End Optimization of Conformal Risk Control

Christopher Yeh, Nicolas Christianson, Adam Wierman et al.

NEURIPS 2025arXiv:2510.08748
2
citations

QA-Calibration of Language Model Confidence Scores

Putra Manggala, Atalanti A Mastakouri, Elke Kirschbaum et al.

ICLR 2025arXiv:2410.06615
5
citations