12 June 2018

Many opportunities for discrimination in deploying machine learning systems

A while ago I created this image for thinking about how machine learning systems tend to get deployed. In this figure, for Chapter 2 of CIML, the left column shows a generic decision being made, and the right column shows an example of this decision in the case of advertising placement on a search engine we’ve built.