Synthesizing explainable counterfactual policies for algorithmic recourse with program synthesis

18 January 2022

Papers citing "Synthesizing explainable counterfactual policies for algorithmic recourse with program synthesis"

7 / 7 papers shown

Title
Time Can Invalidate Algorithmic Recourse Giovanni De Toni Stefano Teso Bruno Lepri Andrea Passerini 32 0 0 10 Oct 2024
Learning Actionable Counterfactual Explanations in Large State Spaces Keziah Naggita Matthew R. Walter Avrim Blum OffRL 23 0 0 25 Apr 2024
Exploiting Preference Elicitation in Interactive and User-centered Algorithmic Recourse: An Initial Exploration Seyedehdelaram Esfahani Giovanni De Toni Bruno Lepri Andrea Passerini Katya Tentori Massimo Zancanaro 19 5 0 08 Apr 2024
Personalized Path Recourse for Reinforcement Learning Agents Dat Hong Tong Wang 13 0 0 14 Dec 2023
The Utility of "Even if..." Semifactual Explanation to Optimise Positive Outcomes Eoin M. Kenny Weipeng Huang 24 9 0 29 Oct 2023
Personalized Algorithmic Recourse with Preference Elicitation Giovanni De Toni P. Viappiani Stefano Teso Bruno Lepri Andrea Passerini 6 8 0 27 May 2022
Counterfactual Explanations and Algorithmic Recourses for Machine Learning: A Review Sahil Verma Varich Boonsanong Minh Hoang Keegan E. Hines John P. Dickerson Chirag Shah CML 24 106 0 20 Oct 2020