Minimum Viable Ethics: From Institutionalizing Industry AI Governance to Product Impact

11 September 2024

Papers citing "Minimum Viable Ethics: From Institutionalizing Industry AI Governance to Product Impact"

11 / 11 papers shown

Title
Understanding Practices, Challenges, and Opportunities for User-Engaged Algorithm Auditing in Industry Practice Wesley Hanwen Deng B. Guo Alicia DeVrio Hong Shen Motahhare Eslami Kenneth Holstein MLAU 68 63 0 07 Oct 2022
From plane crashes to algorithmic harm: applicability of safety engineering frameworks for responsible ML Shalaleh Rismani Renee Shelby A. Smart Edgar W. Jatho Joshua A. Kroll AJung Moon Negar Rostamzadeh 88 40 0 06 Oct 2022
Seeing Like a Toolkit: How Toolkits Envision the Work of AI Ethics Richmond Y. Wong Michael A. Madaio Nick Merrill 105 81 0 17 Feb 2022
Assessing the Fairness of AI Systems: AI Practitioners' Processes, Challenges, and Needs for Support Michael A. Madaio Lisa Egede Hariharan Subramonyam Jennifer Wortman Vaughan Hanna M. Wallach 63 147 0 10 Dec 2021
Ethics of AI: A Systematic Literature Review of Principles and Challenges A. Khan Sher Badshah Peng Liang Bilal Khan Muhammad Waseem Mahmood Niazi M. Akbar 54 88 0 12 Sep 2021
Fairness without Demographics through Adversarially Reweighted Learning Preethi Lahoti Alex Beutel Jilin Chen Kang Lee Flavien Prost Nithum Thain Xuezhi Wang Ed H. Chi FaML 121 338 0 23 Jun 2020
Principles to Practices for Responsible AI: Closing the Gap Daniel S. Schiff B. Rakova A. Ayesh Anat Fanti M. Lennon 85 89 0 08 Jun 2020
Measurement and Fairness Abigail Z. Jacobs Hanna M. Wallach 82 395 0 11 Dec 2019
Principles alone cannot guarantee ethical AI Brent Mittelstadt 51 834 0 16 Jun 2019
Improving fairness in machine learning systems: What do industry practitioners need? Kenneth Holstein Jennifer Wortman Vaughan Hal Daumé Miroslav Dudík Hanna M. Wallach FaML HAI 245 767 0 13 Dec 2018
Fairness and Accountability Design Needs for Algorithmic Support in High-Stakes Public Sector Decision-Making Michael Veale Max Van Kleek Reuben Binns 63 423 0 03 Feb 2018