Annotated bibliography and synthesis of process frameworks for bias mitigation in algorithmic systems. Draw out guidance that is most relevant to our products, policies and practices for review with stakeholders.
Description
Description
| Status | Subtype | Assigned | Task | ||
|---|---|---|---|---|---|
| Resolved | • Capt_Swing | T203048 Output 1.0: A unit test to measure the bias of recommendation algorithms | |||
| Resolved | • Capt_Swing | T206051 Iteration on recommender system bias and auditability report | |||
| Resolved | • Capt_Swing | T207513 Synthesize algorithmic bias mitigation strategies from existing process frameworks |
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Process frameworks are glossed here: https://meta.wikimedia.org/wiki/Research:Ethical_and_human-centered_AI/Process_frameworks
Information from those frameworks has been integrated into the process proposal section of the on-wiki report here: https://meta.wikimedia.org/wiki/Research:Ethical_and_human-centered_AI#Process_proposals and will be summarized in the white paper.