Machine learning tools for fairness, at scale

Check out the machine learning sessions at the Strata Data Conference in London, May 21-24, 2018. Hurry--best price ends February 23. The problem of fairness comes up in any discussion of data ethics. We've seen analyses of products like COMPASS, we've seen the maps that show where Amazon first offered same-day delivery, and we've seen how job listings shown to women are skewed toward lower-paying jobs. We also know that "fair" is a difficult concept for any number of reasons, not the least of which is the data used to train machine learning models.