Fairness in Machine Learning Tutorial

Focus: Methods or Design

Source: NIPS 2017

Redability: Intermediate

Type: Video

Open Source: No

External URL: https://vimeo.com/248490141

Keywords: N/A

Learn Tags: Bias Ethics Fairness Framework Machine Learning

Summary: A NIPS 2017 tutorial that discusses the problem of machine learning fairness through three approaches: statistics, causality and measurement.