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"pip install fairness"

• Where: FAT*
• When: January 29th, 2019, 1:00PM
• Who: Sorelle Friedler, Carlos Scheidegger, Suresh Venkatasubramanian

In this tutorial, we will walk you through a package we have been developing to help us understand the differences and similarities between fairness-enhancing interventions and measures of discrimination and accuracy.

Materials

• Zip file with Jupyter Notebooks and example dataset.
• Presentation slides (pptx).

Papers

• A Comparative Study of fairness-enhancing interventions in machine learning.

Repository

• GitHub Repository.