Participation is not a Design Fix for Machine Learning

5 July 2020

Papers citing "Participation is not a Design Fix for Machine Learning"

27 / 27 papers shown

Title
Designing Speech Technologies for Australian Aboriginal English: Opportunities, Risks and Participation Ben Hutchinson Celeste Rodríguez Louro Glenys Collard Ned Cooper 57 0 0 05 Mar 2025
LIVS: A Pluralistic Alignment Dataset for Inclusive Public Spaces Rashid Mushkani Shravan Nayak Hugo Berard Allison Cohen Shin Koseki Hadrien Bertrand 54 2 0 27 Feb 2025
Bringing AI Participation Down to Scale: A Comment on Open AIs Democratic Inputs to AI Project David Moats Chandrima Ganguly VLM 38 0 0 16 Jul 2024
Participation in the age of foundation models Harini Suresh Emily Tseng Meg Young Mary L. Gray Emma Pierson Karen Levy 36 20 0 29 May 2024
Studying Up Public Sector AI: How Networks of Power Relations Shape Agency Decisions Around AI Design and Use Anna Kawakami Amanda Coston Hoda Heidari Kenneth Holstein Haiyi Zhu 44 8 0 21 May 2024
Data Feminism for AI Lauren Klein C. D’Ignazio 35 16 0 02 May 2024
Designing Fiduciary Artificial Intelligence Sebastian Benthall David Shekman 45 3 0 27 Jul 2023
AI's Regimes of Representation: A Community-centered Study of Text-to-Image Models in South Asia Rida Qadri Renee Shelby Cynthia L. Bennett Emily Denton 24 67 0 19 May 2023
A toolkit of dilemmas: Beyond debiasing and fairness formulas for responsible AI/ML Andrés Domínguez Hernández Vassilis Galanos 16 4 0 03 Mar 2023
Designerly Understanding: Information Needs for Model Transparency to Support Design Ideation for AI-Powered User Experience Q. V. Liao Hariharan Subramonyam Jennifer Wang Jennifer Wortman Vaughan HAI 22 58 0 21 Feb 2023
Tensions Between the Proxies of Human Values in AI Teresa Datta D. Nissani Max Cembalest Akash Khanna Haley Massa John P. Dickerson 28 2 0 14 Dec 2022
Expansive Participatory AI: Supporting Dreaming within Inequitable Institutions Michael Alan Chang Shiran Dudy 15 0 0 22 Nov 2022
Participation Interfaces for Human-Centered AI Sean McGregor 13 1 0 15 Nov 2022
Gathering Strength, Gathering Storms: The One Hundred Year Study on Artificial Intelligence (AI100) 2021 Study Panel Report Michael L. Littman Ifeoma Ajunwa G. Berger Craig Boutilier Morgan E. Currie ... Melanie Mitchell J. Shah S. Sloman Shannon Vallor T. Walsh ELM 24 100 0 27 Oct 2022
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 17 58 0 07 Oct 2022
Improving alignment of dialogue agents via targeted human judgements Amelia Glaese Nat McAleese Maja Trkebacz John Aslanides Vlad Firoiu ... John F. J. Mellor Demis Hassabis Koray Kavukcuoglu Lisa Anne Hendricks G. Irving ALM AAML 227 500 0 28 Sep 2022
Imagining new futures beyond predictive systems in child welfare: A qualitative study with impacted stakeholders Logan Stapleton Min Hun Lee Diana Qing Mary-Frances Wright Alexandra Chouldechova Kenneth Holstein Zhiwei Steven Wu Haiyi Zhu 38 55 0 18 May 2022
Rethinking Fairness: An Interdisciplinary Survey of Critiques of Hegemonic ML Fairness Approaches Lindsay Weinberg FaML SyDa 24 58 0 06 May 2022
Accountability in an Algorithmic Society: Relationality, Responsibility, and Robustness in Machine Learning A. Feder Cooper Emanuel Moss Benjamin Laufer Helen Nissenbaum MLAU 24 85 0 10 Feb 2022
Qualitative Analysis for Human Centered AI Orestis Papakyriakopoulos E. A. Watkins Amy A. Winecoff Klaudia Ja'zwiñska Tithi Chattopadhyay 33 8 0 07 Dec 2021
Addressing Privacy Threats from Machine Learning Mary Anne Smart 16 2 0 25 Oct 2021
Empowering Local Communities Using Artificial Intelligence Yen-Chia Hsu Ting-Hao 'Kenneth' Huang Himanshu Verma A. Mauri I. Nourbakhsh A. Bozzon 31 32 0 05 Oct 2021
Design-Driven Requirements for Computationally Co-Creative Game AI Design Tools Nathan Partlan Erica Kleinman J. Howe Sabbir Ahmad Stacy Marsella M. S. El-Nasr 16 14 0 29 Jul 2021
A Survey of Race, Racism, and Anti-Racism in NLP Anjalie Field Su Lin Blodgett Zeerak Talat Yulia Tsvetkov 28 122 0 21 Jun 2021
Envisioning Communities: A Participatory Approach Towards AI for Social Good Elizabeth Bondi-Kelly Lily Xu Diana Acosta-Navas J. Killian 19 81 0 04 May 2021
Pitfalls in Machine Learning Research: Reexamining the Development Cycle Stella Biderman Walter J. Scheirer 19 26 0 04 Nov 2020
The Problem with Metrics is a Fundamental Problem for AI Rachel L. Thomas D. Uminsky 11 66 0 20 Feb 2020