Causal Explanations and XAI

31 January 2022

Papers citing "Causal Explanations and XAI"

5 / 5 papers shown

Title
Robot Pouring: Identifying Causes of Spillage and Selecting Alternative Action Parameters Using Probabilistic Actual Causation Jaime Maldonado Jonas Krumme C. Zetzsche Vanessa Didelez K. Schill 98 0 0 13 Feb 2025
On the Probability of Necessity and Sufficiency of Explaining Graph Neural Networks: A Lower Bound Optimization Approach Ruichu Cai Yuxuan Zhu Xuexin Chen Yuan Fang Min-man Wu Jie Qiao Z. Hao 48 7 0 31 Dec 2024
Intervention and Conditioning in Causal Bayesian Networks Sainyam Galhotra Joseph Y. Halpern CML 19 2 0 23 May 2024
Backtracking Counterfactuals Julius von Kügelgen Abdirisak Mohamed Sander Beckers LRM 35 16 0 01 Nov 2022
A Causal Perspective on Meaningful and Robust Algorithmic Recourse Gunnar Konig Timo Freiesleben Moritz Grosse-Wentrup 24 16 0 16 Jul 2021