Pay only for disagreement: certified no-regression verdicts for model updates with matching label-complexity bounds
Read the original at arxiv.org→arXiv:2609.17560v1 Announce Type: new Abstract: Every production model is updated, by retraining, fine-tuning, quantization, or a silent vendor swap, and each update risks being worse than what it replaced. We...
Original headline: "Pay Only for Disagreement: Certified No-Regression Verdicts for Model Updates with Matching Label-Complexity Bounds"
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- Sep 17, 04:00 UTC arXiv cs.LG lead source Pay Only for Disagreement: Certified No-Regression Verdicts for Model Updates with Matching Label-Complexity Bounds