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Fairness Auditing with Multi-Agent Collaboration
Existing work in fairness auditing assumes that each audit is performed independently.
On the relevance of APIs facing fairwashed audits
We then simulate practical scenarios in which the auditor may mostly rely on the API to conveniently conduct the audit task, while maintaining her chances to detect a potential manipulation.
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