New Method Uses Held-Out Anchors to Certify Behavioral Retention in Continual Adaptation
A new arXiv paper proposes certified behavioral retention for continual adaptation, using held-out anchors to decide whether to commit a model update without exceeding a declared budget for changes.
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- 2026-11-02 05:00 · arXiv cs.LG
Certified Behavioral Retention for Continual Adaptation with Held-Out Anchors