Designing Decision Support Systems Using Counterfactual Prediction Sets

6 June 2023

Papers citing "Designing Decision Support Systems Using Counterfactual Prediction Sets"

12 / 12 papers shown

Title
Conformal Prediction and Human Decision Making Jessica Hullman Yifan Wu Dawei Xie Ziyang Guo Andrew Gelman 34 0 0 12 Mar 2025
Conformal Prediction Sets Can Cause Disparate Impact Jesse C. Cresswell Bhargava Kumar Yi Sui Mouloud Belbahri FaML 77 1 0 17 Feb 2025
Conformal Predictions for Human Action Recognition with Vision-Language Models Bary Tim Fuchs Clément Macq Benoît VLM 43 0 0 10 Feb 2025
A Decision-driven Methodology for Designing Uncertainty-aware AI Self-Assessment Charles Oredola Vladimir Leung Adnan Ashraf Eric Heim I-Jeng Wang 25 1 0 02 Aug 2024
Length Optimization in Conformal Prediction Shayan Kiyani George Pappas Hamed Hassani 23 13 0 27 Jun 2024
Controlling Counterfactual Harm in Decision Support Systems Based on Prediction Sets Eleni Straitouri Suhas Thejaswi Manuel Gomez Rodriguez 36 1 0 10 Jun 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
Conformal Prediction Sets Improve Human Decision Making Jesse C. Cresswell Yi Sui Bhargava Kumar Noël Vouitsis 21 18 0 24 Jan 2024
Evaluating the Utility of Conformal Prediction Sets for AI-Advised Image Labeling Dongping Zhang Angelos Chatzimparmpas Negar Kamali Jessica Hullman 29 7 0 16 Jan 2024
When Are Two Lists Better than One?: Benefits and Harms in Joint Decision-making Kate Donahue Sreenivas Gollapudi Kostas Kollias 16 3 0 22 Aug 2023
Distribution-Free, Risk-Controlling Prediction Sets Stephen Bates Anastasios Nikolas Angelopoulos Lihua Lei Jitendra Malik Michael I. Jordan OOD 176 184 0 07 Jan 2021
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 279 39,083 0 01 Sep 2014