Silva: Interactively Assessing Machine Learning Fairness Using Causality

Jing Nathan Yan, Ziwei Gu, Hubert Lin, Jeffrey M. Rzeszotarski. Silva: Interactively Assessing Machine Learning Fairness Using Causality. In Regina Bernhaupt, Florian 'Floyd' Mueller, David Verweij, Josh Andres, Joanna McGrenere, Andy Cockburn, Ignacio Avellino, Alix Goguey, Pernille Bjøn, Shengdong Zhao, Briane Paul Samson, Rafal Kocielnik, editors, CHI '20: CHI Conference on Human Factors in Computing Systems, Honolulu, HI, USA, April 25-30, 2020. pages 1-13, ACM, 2020. [doi]

Abstract

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