Investigating Practices and Opportunities for Cross-functional
Collaboration around AI Fairness in Industry Practice

Investigating Practices and Opportunities for Cross-functional Collaboration around AI Fairness in Industry Practice

10 June 2023

Wesley Hanwen Deng

Motahhare Eslami

Kenneth Holstein

Michael A. Madaio

Papers citing "Investigating Practices and Opportunities for Cross-functional Collaboration around AI Fairness in Industry Practice"

9 / 9 papers shown

Title
AI Mismatches: Identifying Potential Algorithmic Harms Before AI Development Devansh Saxena Ji-Youn Jung J. Forlizzi Kenneth Holstein J. Zimmerman 55 0 0 25 Feb 2025
Canvil: Designerly Adaptation for LLM-Powered User Experiences K. J. Kevin Feng Q. V. Liao Ziang Xiao Jennifer Wortman Vaughan Amy X. Zhang David W. McDonald 23 16 0 17 Jan 2024
Model Sketching: Centering Concepts in Early-Stage Machine Learning Model Design Michelle S. Lam Zixian Ma Anne Li Izequiel Freitas Dakuo Wang James A. Landay Michael S. Bernstein 158 21 0 06 Mar 2023
Exploring How Machine Learning Practitioners (Try To) Use Fairness Toolkits Wesley Hanwen Deng Manish Nagireddy M. S. Lee Jatinder Singh Zhiwei Steven Wu Kenneth Holstein Haiyi Zhu 31 85 0 13 May 2022
Healthsheet: Development of a Transparency Artifact for Health Datasets Negar Rostamzadeh Diana Mincu Subhrajit Roy A. Smart Lauren Wilcox Mahima Pushkarna Jessica Schrouff Razvan Amironesei Nyalleng Moorosi Katherine A. Heller 32 61 0 26 Feb 2022
Discovering and Validating AI Errors With Crowdsourced Failure Reports Ángel Alexander Cabrera Abraham J. Druck Jason I. Hong Adam Perer HAI 31 53 0 23 Sep 2021
Facilitating Knowledge Sharing from Domain Experts to Data Scientists for Building NLP Models Soya Park A. Wang B. Kawas Q. V. Liao David Piorkowski Marina Danilevsky 33 55 0 29 Jan 2021
Trust in Data Science: Collaboration, Translation, and Accountability in Corporate Data Science Projects Samir Passi S. Jackson 151 108 0 09 Feb 2020
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 192 730 0 13 Dec 2018