The Utility of "Even if..." Semifactual Explanation to Optimise Positive Outcomes

29 October 2023

Papers citing "The Utility of "Even if..." Semifactual Explanation to Optimise Positive Outcomes"

7 / 7 papers shown

Title
Learning Counterfactual Outcomes Under Rank Preservation Peng Wu Haoxuan Li Chunyuan Zheng Yan Zeng Jiawei Chen Yang Liu Ruocheng Guo K. Zhang 59 0 0 10 Feb 2025
Ensured: Explanations for Decreasing the Epistemic Uncertainty in Predictions Helena Lofstrom Tuwe Löfström Johan Hallberg Szabadvary 28 0 0 07 Oct 2024
Semifactual Explanations for Reinforcement Learning Jasmina Gajcin Jovan Jeromela Ivana Dusparic OffRL 33 0 0 09 Sep 2024
Even-Ifs From If-Onlys: Are the Best Semi-Factual Explanations Found Using Counterfactuals As Guides? Saugat Aryal Mark T. Keane 32 4 0 01 Mar 2024
Even-if Explanations: Formal Foundations, Priorities and Complexity Gianvincenzo Alfano S. Greco Domenico Mandaglio Francesco Parisi Reza Shahbazian I. Trubitsyna 26 2 0 17 Jan 2024
Exploring the Whole Rashomon Set of Sparse Decision Trees Rui Xin Chudi Zhong Zhi Chen Takuya Takagi Margo Seltzer Cynthia Rudin 33 53 0 16 Sep 2022
On the Fairness of Causal Algorithmic Recourse Julius von Kügelgen Amir-Hossein Karimi Umang Bhatt Isabel Valera Adrian Weller Bernhard Schölkopf FaML 70 82 0 13 Oct 2020