1. Julius A. Adebayo . 2016. FairML: ToolBox for diagnosing bias in predictive modeling. Ph. D. Dissertation . Massachusetts Institute of Technology . Julius A. Adebayo. 2016. FairML: ToolBox for diagnosing bias in predictive modeling. Ph. D. Dissertation. Massachusetts Institute of Technology.
2. Themis: automatically testing software for discrimination
3. Rachel K. E. Bellamy , Kuntal Dey , Michael Hind , Samuel C. Hoffman , Stephanie Houde , Kalapriya Kannan , Pranay Lohia , Jacquelyn Martino , Sameep Mehta , Aleksandra Mojsilovic , Seema Nagar , Karthikeyan Natesan Ramamurthy , John Richards, Diptikalyan Saha, Prasanna Sattigeri, Moninder Singh, Kush R. Varshney, and Yunfeng Zhang. 2018 . AI Fairness 360: An Extensible Toolkit for Detecting, Understanding, and Mitigating Unwanted Algorithmic Bias. CoRR 1810.01943 (2018). https://arxiv.org/abs/1810.01943 Rachel K. E. Bellamy, Kuntal Dey, Michael Hind, Samuel C. Hoffman, Stephanie Houde, Kalapriya Kannan, Pranay Lohia, Jacquelyn Martino, Sameep Mehta, Aleksandra Mojsilovic, Seema Nagar, Karthikeyan Natesan Ramamurthy, John Richards, Diptikalyan Saha, Prasanna Sattigeri, Moninder Singh, Kush R. Varshney, and Yunfeng Zhang. 2018. AI Fairness 360: An Extensible Toolkit for Detecting, Understanding, and Mitigating Unwanted Algorithmic Bias. CoRR 1810.01943 (2018). https://arxiv.org/abs/1810.01943
4. Sarah Bird , Miro Dudík , Richard Edgar , Brandon Horn , Roman Lutz , Vanessa Milan , Mehrnoosh Sameki , Hanna Wallach , and Kathleen Walker . 2020 . Fairlearn: A toolkit for assessing and improving fairness in AI. Technical Report MSR-TR-2020-32. Microsoft. Sarah Bird, Miro Dudík, Richard Edgar, Brandon Horn, Roman Lutz, Vanessa Milan, Mehrnoosh Sameki, Hanna Wallach, and Kathleen Walker. 2020. Fairlearn: A toolkit for assessing and improving fairness in AI. Technical Report MSR-TR-2020-32. Microsoft.
5. Software fairness