A Case Study of Integrating Fairness Visualization Tools in Machine Learning Education

Author:

Mashhadi Afra1,Zolyomi Annuska1,Quedado Jay1

Affiliation:

1. Computing and Software Systems, University of Washington, United States

Publisher

ACM

Reference43 articles.

1. [ 1 ] 2021. https://www.kaggle.com/c/boston-housing [1] 2021. https://www.kaggle.com/c/boston-housing

2. [ 2 ] 2021. https://docs.responsibly.ai/notebooks/demo-fico-analysis.html [2] 2021. https://docs.responsibly.ai/notebooks/demo-fico-analysis.html

3. [ 3 ] 2021. https://github.com/propublica/compas-analysis/ [3] 2021. https://github.com/propublica/compas-analysis/

4. 2021. Coded Bias. 2021. Coded Bias.

5. Alekh Agarwal , Alina Beygelzimer , Miroslav Dudík , John Langford , and Hanna Wallach . 2018 . A reductions approach to fair classification . In International Conference on Machine Learning. PMLR, 60–69 . Alekh Agarwal, Alina Beygelzimer, Miroslav Dudík, John Langford, and Hanna Wallach. 2018. A reductions approach to fair classification. In International Conference on Machine Learning. PMLR, 60–69.

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