Difference between revisions of "DATS 6450 — Data Science Ethics"
From Simson Garfinkel
Jump to navigationJump to search
m |
|||
| Line 4: | Line 4: | ||
* [https://drive.google.com/open?id=1HTOVVErtGhaoJbasel8gWbUgAnq467o4 Public Google Drive] | * [https://drive.google.com/open?id=1HTOVVErtGhaoJbasel8gWbUgAnq467o4 Public Google Drive] | ||
==Ethical Framework Sources= | ==Ethical Framework Sources== | ||
* [https://www.acm.org/code-of-ethics ACM Code of Ethics] | * [https://www.acm.org/code-of-ethics ACM Code of Ethics] | ||
* [https://www.ieee.org/about/corporate/governance/p7-8.html IEEE Code of Ethics] | * [https://www.ieee.org/about/corporate/governance/p7-8.html IEEE Code of Ethics] | ||
Revision as of 17:34, 20 September 2019
Course Materials:
Ethical Framework Sources
- ACM Code of Ethics
- IEEE Code of Ethics
- IEEE Ethically Aligned Design, First Edition, "The most comprehensive, crowd-sourced, global treatise regarding the ethics of autonomous and intelligent systems available today."
Other Sources
- Against Human Exceptionalism: Environmental Ethics and the Machine Question, Migle Laukyte, Springer International Publishing
- Crash: how computers are setting us up for disaster, Tim Harford, The Guardian.
Lab 1 - Word Embeddings
- Debaiaswe - instructor's fork
- Learning Gender-Neutral Word Embeddings, Jieyu Zhao, Yichao Zhou Zeyu Li Wei Wang Kai-Wei Chang, Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, pages 4847–4853 Brussels, Belgium, October 31 - November 4, 2018.
- Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embeddings,
- Removing gender bias from algorithms, The Conversation, James Zou, Assistant Professor of Biomedical Data Science, Stanford University,
- https://www.technologyreview.com/s/602025/how-vector-space-mathematics-reveals-the-hidden-sexism-in-language/
- https://towardsdatascience.com/gender-bias-word-embeddings-76d9806a0e17
- https://arxiv.org/pdf/1806.06301.pdf
