Fairness: from the ethical principle to the practice of Machine Learning development as an ongoing agreement with stakeholders

22 March 2023

Papers citing "Fairness: from the ethical principle to the practice of Machine Learning development as an ongoing agreement with stakeholders"

13 / 13 papers shown

Title
Ethical-Advice Taker: Do Language Models Understand Natural Language Interventions? Jieyu Zhao Daniel Khashabi Tushar Khot Ashish Sabharwal Kai-Wei Chang KELM 55 52 0 02 Jun 2021
It's Not Just Size That Matters: Small Language Models Are Also Few-Shot Learners Timo Schick Hinrich Schütze 132 974 0 15 Sep 2020
Participation is not a Design Fix for Machine Learning Mona Sloane Emanuel Moss O. Awomolo Laura Forlano HAI 81 214 0 05 Jul 2020
Language (Technology) is Power: A Critical Survey of "Bias" in NLP Su Lin Blodgett Solon Barocas Hal Daumé Hanna M. Wallach 157 1,248 0 28 May 2020
Participatory Problem Formulation for Fairer Machine Learning Through Community Based System Dynamics Donald Martin Vinodkumar Prabhakaran Jill A. Kuhlberg A. Smart William S. Isaac FaML 48 63 0 15 May 2020
Why Fairness Cannot Be Automated: Bridging the Gap Between EU Non-Discrimination Law and AI Sandra Wachter Brent Mittelstadt Chris Russell FaML 62 282 0 12 May 2020
Release Strategies and the Social Impacts of Language Models Irene Solaiman Miles Brundage Jack Clark Amanda Askell Ariel Herbert-Voss ... Miles McCain Alex Newhouse Jason Blazakis Kris McGuffie Jasmine Wang 87 632 0 24 Aug 2019
The role of artificial intelligence in achieving the Sustainable Development Goals Ricardo Vinuesa Hossein Azizpour Iolanda Leite Madeline Balaam Virginia Dignum S. Domisch Anna Felländer S. Langhans Max Tegmark F. F. Nerini 57 1,492 0 30 Apr 2019
The Ethics of AI Ethics -- An Evaluation of Guidelines Thilo Hagendorff AI4TS 75 1,194 0 28 Feb 2019
Linking Artificial Intelligence Principles Yi Zeng Enmeng Lu Cunqing Huangfu 57 77 0 12 Dec 2018
Word Embeddings Quantify 100 Years of Gender and Ethnic Stereotypes Nikhil Garg L. Schiebinger Dan Jurafsky James Zou AI4TS 71 965 0 22 Nov 2017
Equality of Opportunity in Supervised Learning Moritz Hardt Eric Price Nathan Srebro FaML 233 4,330 0 07 Oct 2016
Inherent Trade-Offs in the Fair Determination of Risk Scores Jon M. Kleinberg S. Mullainathan Manish Raghavan FaML 122 1,776 0 19 Sep 2016