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reliability-auditing

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CRIT-AID

kovariati / CRIT-AID

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Official code, results, and reproducibility package for CRIT-AID: reliability auditing for AI decision support under distribution shift, target-definition change, calibration, selective prediction, and conformal uncertainty. Computers 15(9), 560 (2026). DOI: 10.3390/computers15090560

benchmarkmachine-learningopen-sciencereproducibilityuncertainty-quantificationrobustnesstarget-definitionprobability-calibrationconformal-predictionresearch-softwaremodel-monitoringabstentiontrustworthy-aitarget-shiftselective-predictiondataset-shiftdistribution-shiftsmodel-reliabilityai-decision-supportreliability-auditing
  • Updated Aug 26, 2026
  • Python

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