Algorithmic Transparency and Accountability

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

• Algorithms of Oppression

• Weapons of Math Destruction

• Technically Wrong

Tutorials

• http://blog.conceptnet.io/posts/2017/how-to-make-a-racist-ai-without-really-trying/

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."