Difference between revisions of "Algorithmic Transparency and Accountability"

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Tolga Bolukbasi, Kai-Wei Change, James Zou, Venkatesh Saligrama and Adam Kalai, “Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embeddings,” 30th Conference on Neural Information Processing Systems (NIPS 2016), Barcelona, Spain. https://papers.nips.cc/paper/6228-man-is-to-computer-programmer-as-woman-is-to-homemaker-debiasing-word-embeddings.pdf
Tolga Bolukbasi, Kai-Wei Change, James Zou, Venkatesh Saligrama and Adam Kalai, “Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embeddings,” 30th Conference on Neural Information Processing Systems (NIPS 2016), Barcelona, Spain. https://papers.nips.cc/paper/6228-man-is-to-computer-programmer-as-woman-is-to-homemaker-debiasing-word-embeddings.pdf
* [https://www.amazon.com/Algorithms-Oppression-Search-Engines-Reinforce-ebook/dp/B075XS7Y7D/ref=sr_1_1 Algorithms of Oppression]
* [https://www.amazon.com/Weapons-Math-Destruction-Increases-Inequality-ebook/dp/B019B6VCLO/ref=pd_sim_351_4 Weapons of Math Destruction]
* [https://www.amazon.com/Technically-Wrong-Sexist-Algorithms-Threats-ebook/dp/B06XJBGPT9/ref=pd_sbs_351_4  Technically Wrong]
=Tutorials=
* http://blog.conceptnet.io/posts/2017/how-to-make-a-racist-ai-without-really-trying/
=See Also=
* [https://biasinterrupters.org/ Bias Interrupters], "Bias Interrupters is an evidence-based model that provides solutions. It interrupts the constant transmission of bias in basic business systems, which leads to more diverse and better performing workplaces. Bias Interrupters change systems, not people."

Latest revision as of 08:59, 14 September 2018

Reading List

Tolga Bolukbasi, Kai-Wei Change, James Zou, Venkatesh Saligrama and Adam Kalai, “Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embeddings,” 30th Conference on Neural Information Processing Systems (NIPS 2016), Barcelona, Spain. https://papers.nips.cc/paper/6228-man-is-to-computer-programmer-as-woman-is-to-homemaker-debiasing-word-embeddings.pdf

Tutorials

See Also

  • Bias Interrupters, "Bias Interrupters is an evidence-based model that provides solutions. It interrupts the constant transmission of bias in basic business systems, which leads to more diverse and better performing workplaces. Bias Interrupters change systems, not people."