Fairness Measures for Machine Learning in Finance

Sanjiv Das; Michele Donini; Jason Gelman; Kevin Haas; Mila Hardt; Jared Katzman; Krishnaram Kenthapadi; Pedro Larroy; Pinar Yilmaz; Muhammad Bilal Zafar

doi:10.3905/jfds.2021.1.075

Fairness Measures for Machine Learning in Finance

Sanjiv Das, Michele Donini, Jason Gelman, Kevin Haas, Mila Hardt, Jared Katzman, Krishnaram Kenthapadi, Pedro Larroy, Pinar Yilmaz and Muhammad Bilal Zafar

The Journal of Financial Data Science Fall 2021, 3 (4) 33-64; DOI: https://doi.org/10.3905/jfds.2021.1.075

Sanjiv Das

is a professor of finance at Santa Clara University and an Amazon scholar at Amazon Web Services in Santa Clara, CA

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Michele Donini

is a senior applied scientist at Amazon Web Services in Berlin, Germany

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Jason Gelman

is a principal product manager, technical, at Amazon Web Services in Santa Clara, CA

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Kevin Haas

is a senior manager, software, at Amazon Web Services in Santa Clara, CA

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Mila Hardt

is a senior software development engineer at Amazon Web Services in Santa Clara, CA

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Jared Katzman

is a research assistant with the Computational Social Science Group at Microsoft Research in New York, NY

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Krishnaram Kenthapadi

is a principal scientist at Amazon Web Services in Santa Clara, CA

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Pedro Larroy

is a software development engineer at Amazon Web Services in Santa Clara, CA

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Pinar Yilmaz

is a senior software development engineer at Amazon Web Services in Santa Clara, CA

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Muhammad Bilal Zafar

is an applied scientist at Amazon Web Services in Berlin, Germany

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The Journal of Financial Data Science

Vol. 3, Issue 4

Fall 2021

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Fairness Measures for Machine Learning in Finance

Sanjiv Das, Michele Donini, Jason Gelman, Kevin Haas, Mila Hardt, Jared Katzman, Krishnaram Kenthapadi, Pedro Larroy, Pinar Yilmaz, Muhammad Bilal Zafar

The Journal of Financial Data Science Oct 2021, 3 (4) 33-64; DOI: 10.3905/jfds.2021.1.075

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Fairness Measures for Machine Learning in Finance

Sanjiv Das, Michele Donini, Jason Gelman, Kevin Haas, Mila Hardt, Jared Katzman, Krishnaram Kenthapadi, Pedro Larroy, Pinar Yilmaz, Muhammad Bilal Zafar

The Journal of Financial Data Science Oct 2021, 3 (4) 33-64; DOI: 10.3905/jfds.2021.1.075

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