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Proxy-Based Approach to Fair Machine Learning

Instead of considering the statistical effect of the proxy on the model as a whole, we characterize the cause of the discriminatory behavior directly.



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Proxy-Based Approach to Fair Machine Learning

https://deep.ghost.io/proxy-detection

Instead of considering the statistical effect of the proxy on the model as a whole, we characterize the cause of the discriminatory behavior directly.



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https://deep.ghost.io/proxy-detection

Proxy-Based Approach to Fair Machine Learning

Instead of considering the statistical effect of the proxy on the model as a whole, we characterize the cause of the discriminatory behavior directly.

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      Proxy-Based Approach to Fair Machine Learning
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      Alta Cognita
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      Proxy-Based Approach to Fair Machine Learning
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      We explain the motivation behind our 2018 NeurIPS paper, "Hunting for Discriminatory Proxies in Linear Regression Models".
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      https://www.altacognita.com/proxy-detection/
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      Proxy-Based Approach to Fair Machine Learning
    • twitter:description
      We explain the motivation behind our 2018 NeurIPS paper, "Hunting for Discriminatory Proxies in Linear Regression Models".
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      https://www.altacognita.com/proxy-detection/
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