Pay Only for Disagreement

Pay Only for Disagreement: Certified No-Regression Verdicts for Model Updates with Matching Label-Complexity Bounds（2609.17560，cs.LG）——为模型更新（重训/微调/量化/静默换源）提供「认证无退化」判定，只对分歧样本付费。abs