The Impact of Algorithmic Risk Assessments on Human Predictions and its Analysis via Crowdsourcing Studies

3 September 2021

Papers citing "The Impact of Algorithmic Risk Assessments on Human Predictions and its Analysis via Crowdsourcing Studies"

19 / 19 papers shown

Title
The Value of Information in Human-AI Decision-making Ziyang Guo Yifan Wu Jason D. Hartline Jessica Hullman FAtt 54 0 0 10 Feb 2025
Plan-Then-Execute: An Empirical Study of User Trust and Team Performance When Using LLM Agents As A Daily Assistant Gaole He Gianluca Demartini U. Gadiraju LLMAG 65 6 0 03 Feb 2025
Unexploited Information Value in Human-AI Collaboration Ziyang Guo Yifan Wu Jason D. Hartline Jessica Hullman 24 1 0 03 Nov 2024
Towards the New XAI: A Hypothesis-Driven Approach to Decision Support Using Evidence Thao Le Tim Miller L. Sonenberg Ronal Singh 18 3 0 02 Feb 2024
A Decision Theoretic Framework for Measuring AI Reliance Ziyang Guo Yifan Wu Jason D. Hartline Jessica Hullman 26 16 0 27 Jan 2024
Decision Theoretic Foundations for Experiments Evaluating Human Decisions Jessica Hullman Alex Kale Jason D. Hartline 21 2 0 25 Jan 2024
The State of Pilot Study Reporting in Crowdsourcing: A Reflection on Best Practices and Guidelines J. Oppenlaender Tahir Abbas U. Gadiraju HAI 22 4 0 13 Dec 2023
Exploring User Perspectives on ChatGPT: Applications, Perceptions, and Implications for AI-Integrated Education Reza Hadi Mogavi Chaohua Deng Justin Juho Kim Pengyuan Zhou Young D. Kwon ... Simone Bassanelli A. Bucchiarone Sujit Gujar Lennart E. Nacke Pan Hui 11 38 0 22 May 2023
Overcoming Algorithm Aversion: A Comparison between Process and Outcome Control Ling-chi Cheng Alexandra Chouldechova 14 13 0 22 Mar 2023
Ground(less) Truth: A Causal Framework for Proxy Labels in Human-Algorithm Decision-Making Luke M. Guerdan Amanda Coston Zhiwei Steven Wu Kenneth Holstein CML 17 26 0 13 Feb 2023
Knowing About Knowing: An Illusion of Human Competence Can Hinder Appropriate Reliance on AI Systems Gaole He L. Kuiper U. Gadiraju 13 55 0 25 Jan 2023
Toward Supporting Perceptual Complementarity in Human-AI Collaboration via Reflection on Unobservables Kenneth Holstein Maria De-Arteaga Lakshmi Tumati Yanghuidi Cheng 12 22 0 28 Jul 2022
Homophily and Incentive Effects in Use of Algorithms Riccardo Fogliato S. Fazelpour Shantanu Gupta Zachary Chase Lipton David Danks 9 0 0 19 May 2022
Who Goes First? Influences of Human-AI Workflow on Decision Making in Clinical Imaging Riccardo Fogliato Shreya Chappidi M. Lungren Michael Fitzke Mark Parkinson Diane U Wilson Paul Fisher Eric Horvitz K. Inkpen Besmira Nushi 10 68 0 19 May 2022
A Taxonomy of Human and ML Strengths in Decision-Making to Investigate Human-ML Complementarity Charvi Rastogi Liu Leqi Kenneth Holstein Hoda Heidari 19 9 0 22 Apr 2022
Do People Engage Cognitively with AI? Impact of AI Assistance on Incidental Learning Krzysztof Z. Gajos Lena Mamykina 6 95 0 11 Feb 2022
On the Fairness of Machine-Assisted Human Decisions Talia B. Gillis Bryce Mclaughlin Jann Spiess FaML 11 16 0 28 Oct 2021
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 51 104 0 07 Mar 2020
Learning Certifiably Optimal Rule Lists for Categorical Data E. Angelino Nicholas Larus-Stone Daniel Alabi Margo Seltzer Cynthia Rudin 46 196 0 06 Apr 2017