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B. M. Resende

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#machine learning Preprint Sep 2026

ReCIRC: Rectified Conformal Risk Control

Many applications of black-box predictive models require controlling task-relevant error rates, such as missed lesion pixels in segmentation or missed labels in multilabel classification. Conformal risk control (CRC; Angelopoulos et al., arXiv:2208.02814) gives distribution-free guarantees for such losses, but it calib...

B. M. Resende, Helton Graziadei, Thiago Ramos et al. · 0 citations