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Re:Delayed Impact of Fair Machine Learning by fossuser on Saturday May 19, 2018 @02:54AM (#17106946)
It's easy for ML to pick up on proxies that are related to race even if you exclude what the race is explicitly - zip code and names are two common ones, but this can appear in a lot of different ways.

It's particularly insidious too since a model that accidentally is making credit decisions based on race helps to perpetuate the inequity in the future data.

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