Modeling Assumptions Clash with the Real World: Transparency, Equity, and Community Challenges for Student Assignment Algorithms

25 January 2021

Papers citing "Modeling Assumptions Clash with the Real World: Transparency, Equity, and Community Challenges for Student Assignment Algorithms"

24 / 24 papers shown

Title
Talking About the Assumption in the Room Ramaravind Kommiya Mothilal Faisal M. Lalani Syed Ishtiaque Ahmed Shion Guha Sharifa Sultana 92 0 0 20 Feb 2025
Who is Helping Whom? Student Concerns about AI- Teacher Collaboration in Higher Education Classrooms Bingyi Han Simon Coghlan George Buchanan Dana McKay 81 2 0 19 Dec 2024
Demystifying Technology for Policymaking: Exploring the Rideshare Context and Data Initiative Opportunities to Advance Tech Policymaking Efforts Angie Zhang 51 0 0 04 Oct 2024
Statistical Models of Top- $k$ Partial Orders Amel Awadelkarim J. Ugander 15 0 0 22 Jun 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 69 4 0 28 May 2024
"It depends": Configuring AI to Improve Clinical Usefulness Across Contexts H. D. Zając Jorge Miguel Neves Ribeiro Silvia Ingala Simona Gentile Ruth Wanjohi S. N. Gitau J.F. Carlsen M. Nielsen T. O. Andersen 67 5 0 27 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 81 11 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 96 29 0 29 Feb 2024
Beyond Predictive Algorithms in Child Welfare Erin Moon Devansh Saxena Tegan Maharaj Shion Guha 75 2 0 26 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 76 11 0 08 Feb 2024
A Human-Centered Review of Algorithms in Homelessness Research Erin Moon Shion Guha 98 8 0 24 Jan 2024
Model Compression in Practice: Lessons Learned from Practitioners Creating On-device Machine Learning Experiences Fred Hohman Mary Beth Kery Donghao Ren Dominik Moritz 108 19 0 06 Oct 2023
Toward Operationalizing Pipeline-aware ML Fairness: A Research Agenda for Developing Practical Guidelines and Tools Maximilian Schambach Rakshit Naidu Rayid Ghani Kit T. Rodolfa Daniel E. Ho Hoda Heidari FaML 89 17 0 29 Sep 2023
Algorithmic Harms in Child Welfare: Uncertainties in Practice, Organization, and Street-level Decision-Making Devansh Saxena Shion Guha 60 22 0 09 Aug 2023
`It is currently hodgepodge'': Examining AI/ML Practitioners' Challenges during Co-production of Responsible AI Values R. Varanasi Nitesh Goyal 73 48 0 14 Jul 2023
Towards "Anytime, Anywhere" Community Learning and Engagement around the Design of Public Sector AI Wesley Hanwen Deng Motahhare Eslami Kenneth Holstein 84 1 0 31 Mar 2023
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 93 62 0 17 Mar 2023
Rethinking "Risk" in Algorithmic Systems Through A Computational Narrative Analysis of Casenotes in Child-Welfare Devansh Saxena Erin Moon Aryan Chaurasia Yixin Guan Shion Guha 76 26 0 16 Feb 2023
Practitioners Versus Users: A Value-Sensitive Evaluation of Current Industrial Recommender System Design Zhilong Chen J. Piao Xiaochong Lan Hancheng Cao Chen Gao Zhicong Lu Yong Li 76 9 0 08 Aug 2022
Not Another School Resource Map: Meeting Underserved Families' Information Needs Requires Trusting Relationships and Personalized Care Samantha Robertson Tonya Nguyen Niloufar Salehi 33 7 0 29 Mar 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 62 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 50 26 0 10 Mar 2022
IF-City: Intelligible Fair City Planning to Measure, Explain and Mitigate Inequality Yan Lyu Hangxin Lu Min Kyung Lee G. Schmitt Brian Y. Lim 62 10 0 15 Feb 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 96 90 0 07 Jul 2021