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2102.01196
Cited By
Soliciting Stakeholders' Fairness Notions in Child Maltreatment Predictive Systems
International Conference on Human Factors in Computing Systems (CHI), 2021
1 February 2021
H. Cheng
Logan Stapleton
Ruiqi Wang
Paige E Bullock
Alexandra Chouldechova
Zhiwei Steven Wu
Haiyi Zhu
FaML
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Papers citing
"Soliciting Stakeholders' Fairness Notions in Child Maltreatment Predictive Systems"
32 / 32 papers shown
"I think this is fair": Uncovering the Complexities of Stakeholder Decision-Making in AI Fairness Assessment
Lin Luo
Yuri Nakao
Mathieu Chollet
Hiroya Inakoshi
Simone Stumpf
137
1
0
22 Sep 2025
RelAItionship Building: Analyzing Recruitment Strategies for Participatory AI
Eugene Kim
Vaibhav Balloli
Berelian Karimian
Elizabeth Bondi-Kelly
Benjamin Fish
145
0
0
27 Aug 2025
Critical Appraisal of Fairness Metrics in Clinical Predictive AI
João Matos
Ben Van Calster
Leo Anthony Celi
Paula Dhiman
J. Gichoya
R. Riley
Chris Russell
Sara Khalid
Gary S. Collins
246
3
0
20 Jun 2025
Laypeople's Attitudes Towards Fair, Affirmative, and Discriminatory Decision-Making Algorithms
Gabriel Lima
Nina Grgic-Hlaca
Markus Langer
Yixin Zou
FaML
271
1
0
12 May 2025
Towards Multi-Stakeholder Evaluation of ML Models: A Crowdsourcing Study on Metric Preferences in Job-matching System
International Conference on Computer-Human Interaction Research and Applications (CHIRA), 2025
Takuya Yokota
Yuri Nakao
178
1
0
03 Mar 2025
Revisiting Technical Bias Mitigation Strategies
Annual Review of Biomedical Data Science (ARBDS), 2024
Abdoul Jalil Djiberou Mahamadou
Artem A. Trotsyuk
399
4
0
22 Oct 2024
EARN Fairness: Explaining, Asking, Reviewing, and Negotiating Artificial Intelligence Fairness Metrics Among Stakeholders
Lin Luo
Yuri Nakao
Mathieu Chollet
Hiroya Inakoshi
Simone Stumpf
450
6
0
16 Jul 2024
Fair Machine Guidance to Enhance Fair Decision Making in Biased People
Mingzhe Yang
Hiromi Arai
Naomi Yamashita
Yukino Baba
FaML
331
13
0
08 Apr 2024
Public Perceptions of Fairness Metrics Across Borders
Yuya Sasaki
Sohei Tokuno
Haruka Maeda
Kazuki Nakajima
Osamu Sakura
G. Fletcher
Mykola Pechenizkiy
Panagiotis Karras
Irina Shklovski
232
0
0
24 Mar 2024
From Fitting Participation to Forging Relationships: The Art of Participatory ML
International Conference on Human Factors in Computing Systems (CHI), 2024
Ned Cooper
Alex Zafiroglu
278
20
0
11 Mar 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
350
24
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
305
26
0
08 Feb 2024
The Participatory Turn in AI Design: Theoretical Foundations and the Current State of Practice
Conference on Equity and Access in Algorithms, Mechanisms, and Optimization (EAAMO), 2023
Fernando Delgado
Stephen Yang
Michael A. Madaio
Qian Yang
425
236
0
02 Oct 2023
Toward Operationalizing Pipeline-aware ML Fairness: A Research Agenda for Developing Practical Guidelines and Tools
Conference on Equity and Access in Algorithms, Mechanisms, and Optimization (EAAMO), 2023
Maximilian Schambach
Rakshit Naidu
Rayid Ghani
Kit T. Rodolfa
Daniel E. Ho
Hoda Heidari
FaML
323
24
0
29 Sep 2023
Training Towards Critical Use: Learning to Situate AI Predictions Relative to Human Knowledge
International Conference on Climate Informatics (ICCI), 2023
Anna Kawakami
Luke M. Guerdan
Yanghuidi Cheng
Matthew L. Lee
Scott A. Carter
Nikos Arechiga
Kate Glazko
Haiyi Zhu
Kenneth Holstein
321
17
0
30 Aug 2023
Help or Hinder? Evaluating the Impact of Fairness Metrics and Algorithms in Visualizations for Consensus Ranking
Conference on Fairness, Accountability and Transparency (FAccT), 2023
Hilson Shrestha
Kathleen Cachel
Mallak Alkhathlan
Elke A. Rundensteiner
Lane Harrison
233
5
0
11 Aug 2023
FeedbackLogs: Recording and Incorporating Stakeholder Feedback into Machine Learning Pipelines
Conference on Equity and Access in Algorithms, Mechanisms, and Optimization (EAAMO), 2023
Matthew Barker
Emma Kallina
D. Ashok
Katherine M. Collins
Ashley Casovan
Adrian Weller
Ameet Talwalkar
Valerie Chen
Umang Bhatt
218
11
0
28 Jul 2023
Recentering Validity Considerations through Early-Stage Deliberations Around AI and Policy Design
Anna Kawakami
Amanda Coston
Haiyi Zhu
Hoda Heidari
Kenneth Holstein
232
1
0
26 Mar 2023
Understanding Frontline Workers' and Unhoused Individuals' Perspectives on AI Used in Homeless Services
International Conference on Human Factors in Computing Systems (CHI), 2023
Tzu-Sheng Kuo
Haiyi Zhu
Jisoo Geum
N. Jones
Jason I. Hong
Haiyi Zhu
Kenneth Holstein
274
91
0
17 Mar 2023
Deliberating with AI: Improving Decision-Making for the Future through Participatory AI Design and Stakeholder Deliberation
Angie Zhang
Olympia Walker
Kaci Nguyen
Jiajun Dai
Anqing Chen
Min Kyung Lee
184
72
0
22 Feb 2023
A Systematic Literature Review of Human-Centered, Ethical, and Responsible AI
Mohammad Tahaei
Marios Constantinides
Daniele Quercia
Michael J. Muller
AI4TS
370
21
0
10 Feb 2023
Human-Guided Fair Classification for Natural Language Processing
International Conference on Learning Representations (ICLR), 2022
Florian E.Dorner
Momchil Peychev
Nikola Konstantinov
Naman Goel
Elliott Ash
Martin Vechev
FaML
337
7
0
20 Dec 2022
A Human-Centric Take on Model Monitoring
AAAI Conference on Human Computation & Crowdsourcing (HCOMP), 2022
Murtuza N. Shergadwala
Himabindu Lakkaraju
K. Kenthapadi
257
19
0
06 Jun 2022
Towards Responsible AI: A Design Space Exploration of Human-Centered Artificial Intelligence User Interfaces to Investigate Fairness
International journal of human computer interactions (IJHCI), 2022
Yuri Nakao
Lorenzo Strappelli
Simone Stumpf
A. Naseer
D. Regoli
Giulia Del Gamba
193
37
0
01 Jun 2022
Imagining new futures beyond predictive systems in child welfare: A qualitative study with impacted stakeholders
Conference on Fairness, Accountability and Transparency (FAccT), 2022
Logan Stapleton
Min Hun Lee
Diana Qing
Mary-Frances Wright
Alexandra Chouldechova
Kenneth Holstein
Zhiwei Steven Wu
Haiyi Zhu
222
70
0
18 May 2022
Perspectives on Incorporating Expert Feedback into Model Updates
Patterns (Patterns), 2022
Valerie Chen
Umang Bhatt
Hoda Heidari
Adrian Weller
Ameet Talwalkar
295
15
0
13 May 2022
"It Feels Like Being Locked in A Cage": Understanding Blind or Low Vision Streamers' Perceptions of Content Curation Algorithms
Ethan Z. Rong
Mo Morgana Zhou
Zhicong Lu
Mingming Fan
153
30
0
24 Apr 2022
Improving Human-AI Partnerships in Child Welfare: Understanding Worker Practices, Challenges, and Desires for Algorithmic Decision Support
International Conference on Human Factors in Computing Systems (CHI), 2022
Anna Kawakami
Venkatesh Sivaraman
H. Cheng
Logan Stapleton
Yanghuidi Cheng
Diana Qing
Adam Perer
Zhiwei Steven Wu
Haiyi Zhu
Kenneth Holstein
272
131
0
05 Apr 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
313
22
0
11 Mar 2022
Unpacking Invisible Work Practices, Constraints, and Latent Power Relationships in Child Welfare through Casenote Analysis
International Conference on Human Factors in Computing Systems (CHI), 2022
Devansh Saxena
Erin Moon
Dahlia Shehata
Shion Guha
262
39
0
10 Mar 2022
Seeing Like a Toolkit: How Toolkits Envision the Work of AI Ethics
Richmond Y. Wong
Michael A. Madaio
Nick Merrill
380
121
0
17 Feb 2022
Fairness Perceptions of Algorithmic Decision-Making: A Systematic Review of the Empirical Literature
Big Data & Society (BDS), 2021
C. Starke
Janine Baleis
Birte Keller
Frank Marcinkowski
FaML
182
223
0
22 Mar 2021
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