Learning When to Advise Human Decision Makers

27 September 2022

Papers citing "Learning When to Advise Human Decision Makers"

11 / 11 papers shown

Title
AI-Assisted Decision Making with Human Learning Gali Noti Kate Donahue Jon M. Kleinberg Sigal Oren 129 0 0 18 Feb 2025
Contrastive Explanations That Anticipate Human Misconceptions Can Improve Human Decision-Making Skills Zana Buçinca S. Swaroop Amanda E. Paluch Finale Doshi-Velez Krzysztof Z. Gajos 48 2 0 05 Oct 2024
Designing Algorithmic Recommendations to Achieve Human-AI Complementarity Bryce Mclaughlin Jann Spiess 30 1 0 02 May 2024
Towards Optimizing Human-Centric Objectives in AI-Assisted Decision-Making With Offline Reinforcement Learning Zana Buçinca S. Swaroop Amanda E. Paluch Susan A. Murphy Krzysztof Z. Gajos 23 9 0 09 Mar 2024
User Friendly and Adaptable Discriminative AI: Using the Lessons from the Success of LLMs and Image Generation Models S. Nguyen Theja Tulabandhula M. Watson-Manheim 23 2 0 11 Dec 2023
Decongestion by Representation: Learning to Improve Economic Welfare in Marketplaces Omer Nahum Gali Noti David C. Parkes Nir Rosenfeld 18 2 0 18 Jun 2023
Accuracy-Time Tradeoffs in AI-Assisted Decision Making under Time Pressure S. Swaroop Zana Buçinca Krzysztof Z. Gajos Finale Doshi-Velez 29 14 0 12 Jun 2023
Learning Personalized Decision Support Policies Umang Bhatt Valerie Chen Katherine M. Collins Parameswaran Kamalaruban Emma Kallina Adrian Weller Ameet Talwalkar OffRL 53 10 0 13 Apr 2023
Explainable Reinforcement Learning via Model Transforms Mira Finkelstein Lucy Liu Nitsan Levy Schlot Y. Kolumbus David C. Parkes Jeffrey S. Rosenshein Sarah Keren 20 13 0 24 Sep 2022
The Value of AI Guidance in Human Examination of Synthetically-Generated Faces Aidan Boyd Patrick J. Tinsley Kevin W. Bowyer A. Czajka CVBM 19 9 0 22 Aug 2022
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments Alexandra Chouldechova FaML 207 2,082 0 24 Oct 2016