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Pay Only for Disagreement: Certified No-Regression Verdicts for Model Updates with Matching Label-Complexity Bounds
arXiv cs.LG — Machine Learning
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What the source reports
Researchers propose DISCERN, a sequential protocol using unlabeled disagreement data to audit and certify model update risk.