v1v2 (latest)

Role of Human-AI Interaction in Selective Prediction

13 December 2021

Krishnamurthy Dvijotham

ArXiv (abs)PDF HTML

Papers citing "Role of Human-AI Interaction in Selective Prediction"

22 / 22 papers shown

Title
The Value of Information in Human-AI Decision-making Ziyang Guo Yifan Wu Jason D. Hartline Jessica Hullman FAtt 231 0 0 10 Feb 2025
A No Free Lunch Theorem for Human-AI Collaboration Kenny Peng Nikhil Garg Jon Kleinberg FedML 131 2 0 21 Nov 2024
Exploiting Contextual Uncertainty of Visual Data for Efficient Training of Deep Models Sharat Agarwal 40 0 0 04 Nov 2024
Joint Training for Selective Prediction Zhaohui Li Rebecca J. Passonneau 51 0 0 31 Oct 2024
Effect of Adaptation Rate and Cost Display in a Human-AI Interaction Game Jason T. Isa Bohan Wu Qirui Wang Yilin Zhang Samuel A. Burden Lillian J. Ratliff Benjamin J. Chasnov 50 0 0 26 Aug 2024
How to Measure Human-AI Prediction Accuracy in Explainable AI Systems Sujay Koujalgi Andrew Anderson Iyadunni Adenuga Shikha Soneji Rupika Dikkala ... Leo Soccio Sourav Panda Rupak Kumar Das Margaret Burnett Jonathan Dodge 66 2 0 23 Aug 2024
Are They the Same Picture? Adapting Concept Bottleneck Models for Human-AI Collaboration in Image Retrieval Vaibhav Balloli Sara Beery Elizabeth Bondi-Kelly 74 0 0 12 Jul 2024
AI-Assisted Human Evaluation of Machine Translation Vilém Zouhar Tom Kocmi Mrinmaya Sachan 131 7 0 18 Jun 2024
A Causal Framework for Evaluating Deferring Systems Filippo Palomba Andrea Pugnana Jose M. Alvarez Salvatore Ruggieri CML 142 4 0 29 May 2024
Human-AI collaboration is not very collaborative yet: A taxonomy of interaction patterns in AI-assisted decision making from a systematic review Catalina Gomez Sue Min Cho Shichang Ke Chien-Ming Huang Mathias Unberath 66 5 0 30 Oct 2023
The Impact of Imperfect XAI on Human-AI Decision-Making Katelyn Morrison Philipp Spitzer Violet Turri Michelle C. Feng Niklas Kühl Adam Perer 112 38 0 25 Jul 2023
Reflections from the Workshop on AI-Assisted Decision Making for Conservation Lily Xu Esther Rolf Sara Beery J. Bennett T. Berger-Wolf ... P. Moorcroft Jonathan Palmer Andrew Perrault D. Thau Milind Tambe 85 3 0 17 Jul 2023
Towards Regulatable AI Systems: Technical Gaps and Policy Opportunities Xudong Shen H. Brown Jiashu Tao Martin Strobel Yao Tong Akshay Narayan Harold Soh Finale Doshi-Velez 98 3 0 22 Jun 2023
Learning Personalized Decision Support Policies Umang Bhatt Valerie Chen Katherine M. Collins Parameswaran Kamalaruban Emma Kallina Adrian Weller Ameet Talwalkar OffRL 220 11 0 13 Apr 2023
Human Uncertainty in Concept-Based AI Systems Katherine M. Collins Matthew Barker M. Zarlenga Naveen Raman Umang Bhatt M. Jamnik Ilia Sucholutsky Adrian Weller Krishnamurthy Dvijotham 113 41 0 22 Mar 2023
Human-AI Collaboration: The Effect of AI Delegation on Human Task Performance and Task Satisfaction Patrick Hemmer Monika Westphal Max Schemmer S. Vetter Michael Vossing G. Satzger 103 50 0 16 Mar 2023
Selective classification using a robust meta-learning approach Nishant Jain Karthikeyan Shanmugam Pradeep Shenoy OOD 73 2 0 12 Dec 2022
Learning to Advise Humans in High-Stakes Settings Nicholas Wolczynski M. Saar-Tsechansky Tong Wang 53 0 0 23 Oct 2022
Developing A Visual-Interactive Interface for Electronic Health Record Labeling: An Explainable Machine Learning Approach Donlapark Ponnoprat Parichart Pattarapanitchai Phimphaka Taninpong S. Suantai Natthanaphop Isaradech Thiraphat Tanphiriyakun 127 0 0 26 Sep 2022
A Test for Evaluating Performance in Human-Computer Systems Andres Campero Michelle Vaccaro Jaeyoon Song Haoran Wen Abdullah Almaatouq Thomas W. Malone 116 20 0 24 Jun 2022
On the Utility of Prediction Sets in Human-AI Teams Varun Babbar Umang Bhatt Adrian Weller 75 33 0 03 May 2022
Evaluating and Improving Interactions with Hazy Oracles Stephan J. Lemmer Jason J. Corso 35 2 0 19 Oct 2021