Understanding Frontline Workers' and Unhoused Individuals' Perspectives on AI Used in Homeless Services

17 March 2023

Haiyi Zhu

Kenneth Holstein

ArXiv PDF HTML

Papers citing "Understanding Frontline Workers' and Unhoused Individuals' Perspectives on AI Used in Homeless Services"

32 / 32 papers shown

Title
MAP: Multi-user Personalization with Collaborative LLM-powered Agents Christine P. Lee Jihye Choi Bilge Mutlu LLMAG 70 0 1 17 Mar 2025
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
How Users Who are Blind or Low Vision Play Mobile Games: Perceptions, Challenges, and Strategies Zihe Ran Xiyu Li Qing Xiao Xianzhe Fan Franklin Mingzhe Li Yanyun Wang Zhicong Lu 40 0 0 14 Feb 2025
VicSim: Enhancing Victim Simulation with Emotional and Linguistic Fidelity Yerong Li Yiren Liu Yun Huang 39 0 0 06 Jan 2025
Building Solidarity Amid Hostility: Experiences of Fat People in Online Communities Blakeley H. Payne Jordan Taylor Katta Spiel Casey Fiesler 13 0 0 06 Oct 2024
Demystifying Technology for Policymaking: Exploring the Rideshare Context and Data Initiative Opportunities to Advance Tech Policymaking Efforts Angie Zhang 24 0 0 04 Oct 2024
PolicyCraft: Supporting Collaborative and Participatory Policy Design through Case-Grounded Deliberation Tzu-Sheng Kuo Quan Ze Chen Amy X. Zhang Jane Hsieh Haiyi Zhu Kenneth Holstein 27 1 0 24 Sep 2024
Algorithm-Assisted Decision Making and Racial Disparities in Housing: A Study of the Allegheny Housing Assessment Tool Lingwei Cheng Cameron Drayton Alexandra Chouldechova R. Vaithianathan 14 2 0 30 Jul 2024
Public Technologies Transforming Work of the Public and the Public Sector Seyun Kim Bonnie Fan Willa Yunqi Yang Jessie Ramey Sarah E Fox Haiyi Zhu John Zimmerman Motahhare Eslami 16 2 0 28 May 2024
The AI-DEC: A Card-based Design Method for User-centered AI Explanations Christine P. Lee M. Lee Bilge Mutlu HAI 25 4 0 26 May 2024
Improving Health Professionals' Onboarding with AI and XAI for Trustworthy Human-AI Collaborative Decision Making Min Hun Lee Silvana Xin Yi Choo S. Thilarajah 29 1 0 26 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 31 7 0 21 May 2024
"This is not a data problem": Algorithms and Power in Public Higher Education in Canada Kelly McConvey Shion Guha 14 3 0 20 Mar 2024
(Beyond) Reasonable Doubt: Challenges that Public Defenders Face in Scrutinizing AI in Court Angela Jin Niloufar Salehi ELM 26 2 0 13 Mar 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 31 23 0 29 Feb 2024
Multimodal Healthcare AI: Identifying and Designing Clinically Relevant Vision-Language Applications for Radiology Nur Yildirim Hannah Richardson Maria T. A. Wetscherek Junaid Bajwa Joseph Jacob ... Ozan Oktay M. Lungren Javier Alvarez-Valle A. Nori Anja Thieme LM&MA 46 39 0 22 Feb 2024
Wikibench: Community-Driven Data Curation for AI Evaluation on Wikipedia Tzu-Sheng Kuo Aaron L Halfaker Zirui Cheng Jiwoo Kim Meng-Hsin Wu Tongshuang Wu Kenneth Holstein Haiyi Zhu 44 19 0 21 Feb 2024
Sketching AI Concepts with Capabilities and Examples: AI Innovation in the Intensive Care Unit Nur Yildirim Susanna Zlotnikov Deniz Sayar Jeremy M. Kahn L. Bukowski ... Venkatesh Sivaraman Adam Perer Sarah Preum James McCann John Zimmerman 27 14 0 21 Feb 2024
Are We Asking the Right Questions?: Designing for Community Stakeholders' Interactions with AI in Policing Md. Romael Haque Devansh Saxena Katherine Weathington Joseph Chudzik Shion Guha 23 9 0 08 Feb 2024
A Human-Centered Review of Algorithms in Homelessness Research Erin Moon Shion Guha 13 7 0 24 Jan 2024
Discretionary Trees: Understanding Street-Level Bureaucracy via Machine Learning Gaurab Pokharel Sanmay Das P. Fowler CML 8 3 0 17 Dec 2023
Deepfakes, Phrenology, Surveillance, and More! A Taxonomy of AI Privacy Risks Hao-Ping Lee Yu-Ju Yang Thomas Serban Von Davier J. Forlizzi Sauvik Das 17 51 0 11 Oct 2023
Human-centered NLP Fact-checking: Co-Designing with Fact-checkers using Matchmaking for AI Houjiang Liu Anubrata Das Alexander Boltz Didi Zhou Daisy Pinaroc Matthew Lease Min Kyung Lee HAI 20 14 0 14 Aug 2023
Algorithmic Harms in Child Welfare: Uncertainties in Practice, Organization, and Street-level Decision-Making Devansh Saxena Shion Guha 6 19 0 09 Aug 2023
Towards Equitable Privacy K. Ramokapane Lizzie Coles-Kemp Nikhil Patnaik Rui Huan Nirav Ajmeri G. Liveley A. Rashid 8 1 0 28 Jul 2023
Deploying a Robust Active Preference Elicitation Algorithm on MTurk: Experiment Design, Interface, and Evaluation for COVID-19 Patient Prioritization Caroline M Johnston Patrick Vossler Simon Blessenohl P. Vayanos 17 3 0 06 Jun 2023
Cheat Sheet for Teaching Programming with Comics: Through the Lens of Concept-Language-Procedure Framework Sangho Suh 11 0 0 01 Jun 2023
Towards "Anytime, Anywhere" Community Learning and Engagement around the Design of Public Sector AI Wesley Hanwen Deng Motahhare Eslami Kenneth Holstein 11 0 0 31 Mar 2023
Perspectives on Incorporating Expert Feedback into Model Updates Valerie Chen Umang Bhatt Hoda Heidari Adrian Weller Ameet Talwalkar 30 11 0 13 May 2022
A Human-Centered Review of the Algorithms used within the U.S. Child Welfare System Devansh Saxena Karla A. Badillo-Urquiola Pamela J. Wisniewski Shion Guha 41 104 0 07 Mar 2020
A Survey on Bias and Fairness in Machine Learning Ninareh Mehrabi Fred Morstatter N. Saxena Kristina Lerman Aram Galstyan SyDa FaML 286 4,143 0 23 Aug 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 192 730 0 13 Dec 2018