A Decentralized Approach towards Responsible AI in Social Ecosystems

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A Decentralized Approach towards Responsible AI in Social Ecosystems

12 February 2021

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Papers citing "A Decentralized Approach towards Responsible AI in Social Ecosystems"

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Title
AI Development for the Public Interest: From Abstraction Traps to Sociotechnical Risks Mckane Andrus Sarah Dean T. Gilbert Nathan Lambert Tom Zick 44 8 0 04 Feb 2021
Trustworthy AI Inference Systems: An Industry Research View Rosario Cammarota M. Schunter Anand Rajan Fabian Boemer Ágnes Kiss ... Aydin Aysu Fateme S. Hosseini Chengmo Yang Eric Wallace Pam Norton 91 14 0 10 Aug 2020
Dark Patterns after the GDPR: Scraping Consent Pop-ups and Demonstrating their Influence Midas Nouwens Ilaria Liccardi Michael Veale David R Karger Lalana Kagal AILaw 72 366 0 08 Jan 2020
Advances and Open Problems in Federated Learning Peter Kairouz H. B. McMahan Brendan Avent A. Bellet M. Bennis ... Zheng Xu Qiang Yang Felix X. Yu Han Yu Sen Zhao FedML AI4CE 275 6,294 0 10 Dec 2019
(Un)informed Consent: Studying GDPR Consent Notices in the Field Christine Utz Martin Degeling Sascha Fahl F. Schaub Thorsten Holz 65 366 0 05 Sep 2019
Multiple Purposes, Multiple Problems: A User Study of Consent Dialogs after GDPR Dominique Machuletz Rainer Böhme 42 110 0 27 Aug 2019
Towards Realistic Individual Recourse and Actionable Explanations in Black-Box Decision Making Systems Shalmali Joshi Oluwasanmi Koyejo Warut D. Vijitbenjaronk Been Kim Joydeep Ghosh FaML 74 188 0 22 Jul 2019
Decentralized & Collaborative AI on Blockchain Justin D. Harris Bo Waggoner SyDa 62 108 0 16 Jul 2019
The Role of Cooperation in Responsible AI Development Amanda Askell Miles Brundage Gillian Hadfield 66 62 0 10 Jul 2019
Model Cards for Model Reporting Margaret Mitchell Simone Wu Andrew Zaldivar Parker Barnes Lucy Vasserman Ben Hutchinson Elena Spitzer Inioluwa Deborah Raji Timnit Gebru 140 1,908 0 05 Oct 2018
Actionable Recourse in Linear Classification Berk Ustun Alexander Spangher Yang Liu FaML 129 551 0 18 Sep 2018
A Survey on Essential Components of a Self-Sovereign Identity Alexander Mühle Andreas Grüner T. Gayvoronskaya Christoph Meinel 50 358 0 17 Jul 2018
Ekiden: A Platform for Confidentiality-Preserving, Trustworthy, and Performant Smart Contract Execution Raymond Cheng Fan Zhang Jernej Kos Warren He Nicholas Hynes Noah M. Johnson Ari Juels Andrew K. Miller Basel Alomair 65 368 0 14 Apr 2018
Datasheets for Datasets Timnit Gebru Jamie Morgenstern Briana Vecchione Jennifer Wortman Vaughan Hanna M. Wallach Hal Daumé Kate Crawford 292 2,201 0 23 Mar 2018
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments Alexandra Chouldechova FaML 302 2,131 0 24 Oct 2016

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