A Validity Perspective on Evaluating the Justified Use of Data-driven
Decision-making Algorithms

A Validity Perspective on Evaluating the Justified Use of Data-driven Decision-making Algorithms

30 June 2022

Haiyi Zhu

Kenneth Holstein

Hoda Heidari

Papers citing "A Validity Perspective on Evaluating the Justified Use of Data-driven Decision-making Algorithms"

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Title
AI Mismatches: Identifying Potential Algorithmic Harms Before AI Development Devansh Saxena Ji-Youn Jung J. Forlizzi Kenneth Holstein J. Zimmerman 61 0 0 25 Feb 2025
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
The Situate AI Guidebook: Co-Designing a Toolkit to Support Multi-Stakeholder Early-stage Deliberations Around Public Sector AI Proposals Anna Kawakami Amanda Coston Haiyi Zhu Hoda Heidari Kenneth Holstein 36 23 0 29 Feb 2024
Making Intelligence: Ethical Values in IQ and ML Benchmarks Borhane Blili-Hamelin Leif Hancox-Li 27 16 0 01 Sep 2022
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 192 742 0 13 Dec 2018