Unexploited Information Value in Human-AI Collaboration

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Unexploited Information Value in Human-AI Collaboration

3 November 2024

Jason D. Hartline

Jessica Hullman

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Papers citing "Unexploited Information Value in Human-AI Collaboration"

9 / 9 papers shown

Title
Conformal Prediction and Human Decision Making Jessica Hullman Yifan Wu Dawei Xie Ziyang Guo Andrew Gelman 183 0 0 12 Mar 2025
A Decision Theoretic Framework for Measuring AI Reliance Ziyang Guo Yifan Wu Jason D. Hartline Jessica Hullman 77 18 0 27 Jan 2024
In Search of Verifiability: Explanations Rarely Enable Complementary Performance in AI-Advised Decision Making Raymond Fok Daniel S. Weld 80 65 0 12 May 2023
The Rational Agent Benchmark for Data Visualization Yifan Wu Ziyang Guo Michail Mamakos Jason D. Hartline Jessica Hullman 70 12 0 07 Apr 2023
The Impact of Algorithmic Risk Assessments on Human Predictions and its Analysis via Crowdsourcing Studies Riccardo Fogliato Alexandra Chouldechova Zachary Chase Lipton 66 31 0 03 Sep 2021
Deepfake Detection by Human Crowds, Machines, and Machine-informed Crowds Matthew Groh Ziv Epstein C. Firestone Rosalind W. Picard 96 147 0 13 May 2021
Does the Whole Exceed its Parts? The Effect of AI Explanations on Complementary Team Performance Gagan Bansal Tongshuang Wu Joyce Zhou Raymond Fok Besmira Nushi Ece Kamar Marco Tulio Ribeiro Daniel S. Weld 86 599 0 26 Jun 2020
Proxy Tasks and Subjective Measures Can Be Misleading in Evaluating Explainable AI Systems Zana Buçinca Phoebe Lin Krzysztof Z. Gajos Elena L. Glassman ELM 76 284 0 22 Jan 2020
On Human Predictions with Explanations and Predictions of Machine Learning Models: A Case Study on Deception Detection Vivian Lai Chenhao Tan 78 377 0 19 Nov 2018