@thao_pow Silvia Chiappa and William Isaac have a technical paper on Bayesian fairness which suggests that 'explicit use of the sensitive attribute in a model can ensure fairness rather than leading to unfairness'. https://t.co/tTm1ssQjfv
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PPS. @wsisaac has published some great papers about the role of causal inference in designing fairer ML models (https://t.co/VqaPRe21kJ) & participatory ML methods to reveal causal structure in community settings (https://t.co/oRoZdkhurY) FYI @PHuener
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A Causal Bayesian Networks Viewpoint on Fairness https://t.co/EXwMizVEPj
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RT @ant_newman: Hi @Abebab I found your recent large image datasets paper informative. Thank you! If you have read "A Causal Bayesian Netwo…