Advancing Human-AI Complementarity: The Impact of User Expertise and
Algorithmic Tuning on Joint Decision Making

Advancing Human-AI Complementarity: The Impact of User Expertise and Algorithmic Tuning on Joint Decision Making

16 August 2022

Shreya Chappidi

Pietro Michelucci

Libuvse Hannah Vepvrek

Gabrielle Quinn

Papers citing "Advancing Human-AI Complementarity: The Impact of User Expertise and Algorithmic Tuning on Joint Decision Making"

15 / 15 papers shown

Title
What Do People Want to Know About Artificial Intelligence (AI)? The Importance of Answering End-User Questions to Explain Autonomous Vehicle (AV) Decisions Somayeh Molaei Lionel P. Robert Nikola Banovic 19 0 0 09 May 2025
Bridging Expertise Gaps: The Role of LLMs in Human-AI Collaboration for Cybersecurity Shahroz Tariq Ronal Singh Mohan Baruwal Chhetri Surya Nepal Cécile Paris 46 1 0 06 May 2025
Generative AI in Knowledge Work: Design Implications for Data Navigation and Decision-Making Bhada Yun Dana Feng Ace S. Chen Afshin Nikzad Niloufar Salehi 54 1 0 24 Mar 2025
What's Producible May Not Be Reachable: Measuring the Steerability of Generative Models Keyon Vafa Sarah Bentley Jon M. Kleinberg S. Mullainathan 38 0 0 21 Mar 2025
"ChatGPT, Don't Tell Me What to Do": Designing AI for Context Analysis in Humanitarian Frontline Negotiations ZIlin Ma Yiyang Mei Claude Bruderlein Krzysztof Z. Gajos Weiwei Pan 33 1 0 11 Oct 2024
Don't be Fooled: The Misinformation Effect of Explanations in Human-AI Collaboration Philipp Spitzer Joshua Holstein Katelyn Morrison Kenneth Holstein Gerhard Satzger Niklas Kühl 35 3 0 19 Sep 2024
Evaluating Human-AI Collaboration: A Review and Methodological Framework George Fragiadakis Christos Diou George Kousiouris Mara Nikolaidou 39 11 0 09 Jul 2024
Towards Human-AI Complementarity with Predictions Sets Giovanni De Toni Nastaran Okati Suhas Thejaswi Eleni Straitouri Manuel Gomez Rodriguez 36 5 0 27 May 2024
From Explainable to Interactive AI: A Literature Review on Current Trends in Human-AI Interaction Muhammad Raees Inge Meijerink Ioanna Lykourentzou Vassilis-Javed Khan Konstantinos Papangelis 17 24 0 23 May 2024
Towards Human-AI Mutual Learning: A New Research Paradigm Xiaomei Wang Xiaoyu Chen 28 0 0 07 May 2024
Cost-Sensitive Learning to Defer to Multiple Experts with Workload Constraints Jean V. Alves Diogo Leitao Sérgio Jesus Marco O. P. Sampaio Javier Liébana Pedro Saleiro Mário A. T. Figueiredo P. Bizarro 30 5 0 11 Mar 2024
Doing AI: Algorithmic decision support as a human activity Joachim Meyer 19 0 0 22 Feb 2024
Enabling Collaborative Clinical Diagnosis of Infectious Keratitis by Integrating Expert Knowledge and Interpretable Data-driven Intelligence Zhengqing Fang Shuowen Zhou Zhouhang Yuan Yuxuan Si Mengze Li ... Wenjia Xie Kun Kuang Yingming Li Fei Wu Yu-feng Yao 31 1 0 14 Jan 2024
FiFAR: A Fraud Detection Dataset for Learning to Defer Jean V. Alves Diogo Leitao Sérgio Jesus Marco O. P. Sampaio Pedro Saleiro Mário A. T. Figueiredo P. Bizarro 17 0 0 20 Dec 2023
Understanding the Role of Human Intuition on Reliance in Human-AI Decision-Making with Explanations Valerie Chen Q. V. Liao Jennifer Wortman Vaughan Gagan Bansal 36 103 0 18 Jan 2023