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---
name: mas_importance_adaptation
description: Accumulate MAS importance across tasks and diagnose unlabeled subset adaptation.
---
# MAS Importance Adaptation
Use after MAS importance estimation to accumulate nonnegative importance and compute selected-subset concentration without labels. Validate with `python tests/test_adaptation.py`.