Even-Ifs From If-Onlys: Are the Best Semi-Factual Explanations Found Using Counterfactuals As Guides?

1 March 2024

Papers citing "Even-Ifs From If-Onlys: Are the Best Semi-Factual Explanations Found Using Counterfactuals As Guides?"

6 / 6 papers shown

Title
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
iSee: Advancing Multi-Shot Explainable AI Using Case-based Recommendations A. Wijekoon Nirmalie Wiratunga D. Corsar Kyle Martin Ikechukwu Nkisi-Orji Chamath Palihawadana Marta Caro-Martínez Belén Díaz-Agudo Derek Bridge A. Liret 21 0 0 23 Aug 2024
Case-based Explainability for Random Forest: Prototypes, Critics, Counter-factuals and Semi-factuals Gregory Yampolsky Dhruv Desai Mingshu Li Stefano Pasquali Dhagash Mehta 29 4 0 13 Aug 2024
A Few Good Counterfactuals: Generating Interpretable, Plausible and Diverse Counterfactual Explanations Barry Smyth Mark T. Keane CML 32 26 0 22 Jan 2021
GeCo: Quality Counterfactual Explanations in Real Time Maximilian Schleich Zixuan Geng Yihong Zhang D. Suciu 35 61 0 05 Jan 2021