A Human-Centered Review of Algorithms in Homelessness Research

24 January 2024

Papers citing "A Human-Centered Review of Algorithms in Homelessness Research"

11 / 11 papers shown

Title
AI Mismatches: Identifying Potential Algorithmic Harms Before AI Development Devansh Saxena Ji-Youn Jung Jodi Forlizzi Kenneth Holstein John Zimmerman 80 0 0 25 Feb 2025
Analysing the Needs of Homeless People Using Feature Selection and Mining Association Rules José M. Alcalde-Llergo Carlos Garcia-Martinez M. Vaquero-Abellán Pilar Aparicio-Martínez Enrique Yeguas-Bolivar 14 1 0 15 Jan 2024
Understanding Frontline Workers' and Unhoused Individuals' Perspectives on AI Used in Homeless Services Tzu-Sheng Kuo Hong Shen Jisoo Geum N. Jones Jason I. Hong Haiyi Zhu Kenneth Holstein 49 61 0 17 Mar 2023
The Principles of Data-Centric AI (DCAI) M. H. Jarrahi Ali Memariani Shion Guha 39 55 0 26 Nov 2022
The Fallacy of AI Functionality Inioluwa Deborah Raji Indra Elizabeth Kumar Aaron Horowitz Andrew D. Selbst 42 182 0 20 Jun 2022
How to Train a (Bad) Algorithmic Caseworker: A Quantitative Deconstruction of Risk Assessments in Child-Welfare Devansh Saxena Charlie Repaci Melanie Sage Shion Guha CML 24 16 0 11 Mar 2022
Unpacking Invisible Work Practices, Constraints, and Latent Power Relationships in Child Welfare through Casenote Analysis Devansh Saxena Erin Moon Dahlia Shehata Shion Guha 27 25 0 10 Mar 2022
Learning Resource Allocation Policies from Observational Data with an Application to Homeless Services Delivery Aida Rahmattalabi P. Vayanos Kathryn Dullerud Eric Rice 39 20 0 25 Jan 2022
A Framework of High-Stakes Algorithmic Decision-Making for the Public Sector Developed through a Case Study of Child-Welfare Devansh Saxena Karla A. Badillo-Urquiola Pamela J. Wisniewski Shion Guha 44 89 0 07 Jul 2021
Interpretable Machine Learning Approaches to Prediction of Chronic Homelessness Blake VanBerlo Matthew A. S. Ross Jonathan Rivard Ryan Booker 14 26 0 12 Sep 2020
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 66 106 0 07 Mar 2020