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home:random4 [2020/08/02 13:12]
admin
home:random4 [2020/08/04 12:45] (current)
admin [Bias / Inequality]
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 AI system bias. I feel like I can just do a quick math formula with bayes' rule and see the difference between bad bias and good, what people are talking about / trying to do. AI system bias. I feel like I can just do a quick math formula with bayes' rule and see the difference between bad bias and good, what people are talking about / trying to do.
   * Popular example is COMPAS tool https://en.wikipedia.org/wiki/COMPAS_(software) or Amazon pre-screening algorithm.   * Popular example is COMPAS tool https://en.wikipedia.org/wiki/COMPAS_(software) or Amazon pre-screening algorithm.
 +    * Rebuttal to badness of COMPAS tool is here, but didn't finish it. http://www.crj.org/assets/2017/07/9_Machine_bias_rejoinder.pdf
  
   * "Statistics" / unbiased: "Of these 1000 people, which are more likely to **be** programmers". Ok to say "white males" or whatever with no other features.   * "Statistics" / unbiased: "Of these 1000 people, which are more likely to **be** programmers". Ok to say "white males" or whatever with no other features.
home/random4.1596399171.txt.gz · Last modified: 2020/08/02 13:12 by admin