Article by Ben Zevenbergen, Allison Woodruff and Patrick Gage Kelley from Google. Published on arXiv.org. Abstract: Explainability is one of the key ethical concepts in the design of machine learning . . .
News article by Christina Harter. Published on the LF AI Foundation Website. Excerpt: LF AI Foundation (LF AI), the organization building an ecosystem to sustain open source innovation in artificial . . .
Toolkit library created by Sriram Vasudevan and Krishnaram Kenthapadi (work done while at LinkedIn). The LinkedIn Fairness Toolkit (LiFT) is a Scala/Spark library that enables the measurement of fairness in large scale machine learning . . .
News article by Carly Kind. Published on VentureBeat.com. Excerpt: Earlier this year, the independent research organisation of which I am the Director, London-based Ada Lovelace Institute, hosted a panel at . . .
Conference paper by Ville Vakkuri, Kai-Kristian Kemell, Marianna Jantunen and Pekka Abrahamsson. Presented at the 21st International Conference on Agile Software Development, XP 2020. Abstract: Artificial Intelligence (AI) solutions are . . .
Toolkit developed by Microsoft. Fairlearn provides developers and data scientists with capabilities to assess the fairness of their machine learning models and mitigate unfairness. Assess existing models and train new . . .
Tool and Conference paper by Ville Vakkuri, Kai-Kristian Kemell, Pekka Abrahamsson. Presented at Euromicro DSD/SEAA 2020 Conference. Abstract: Various recent Artificial Intelligence (AI) system failures, some of which have made . . .
Conference on June 7-9, 2021 (rescheduled from November 4-6, 2020 due to Covid-19) in Munich, Germany. Promoting a sustainable, inclusive and comprehensive framework for the use of AI that delivers . . .
News article by Elizabeth Gibney. Published in Nature. Excerpt: Diversity and inclusion took centre stage at one of the world’s major artificial-intelligence (AI) conferences in 2018. But once a meeting . . .
Organization founded in 2020. The ESC key was added to the computer keyboard to interrupt a program when it produced unwanted results, allowing the system to be critically examined. In . . .
News article by B. Cavello. Published on the Partnership for AI website. Excerpt: As our community begins the complex process of translating ethical technology principles into organizational practice, PAI is . . .