Ayoub Ajarra

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Constitutional AI & AI Ethics (1)Interpretability & Mechanistic Interp (1)

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Sep 30, 2026

Ayoub Ajarra +12w ago·also Affiliation:

Efficient Active Auditing of Multi-Group Fairness with Bias Probes

Property-specific probing unlocks efficient, confidential multi-group fairness auditing, revealing bias structure without model reconstruction and resolving open sample complexity questions.

Ayoub Ajarra, Debabrota Basu

Constitutional AI & AI Ethics Interpretability & Mechanistic Interp

Ayoub Ajarra

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Ayoub Ajarra

Publication activitypapers/week, last 8 weeks

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Papers (1)