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/