On Quantitative Evaluations of Counterfactuals

30 October 2021

Papers citing "On Quantitative Evaluations of Counterfactuals"

7 / 7 papers shown

Title
Explainable bank failure prediction models: Counterfactual explanations to reduce the failure risk Seyma Gunonu Gizem Altun Mustafa Cavus 32 0 0 14 Jul 2024
Causal Generative Explainers using Counterfactual Inference: A Case Study on the Morpho-MNIST Dataset William Taylor-Melanson Zahra Sadeghi Stan Matwin CML 19 5 0 21 Jan 2024
Diffusion-based Visual Counterfactual Explanations -- Towards Systematic Quantitative Evaluation Philipp Vaeth Alexander M. Fruehwald Benjamin Paassen Magda Gregorova DiffM 27 4 0 11 Aug 2023
Diffeomorphic Counterfactuals with Generative Models Ann-Kathrin Dombrowski Jan E. Gerken Klaus-Robert Muller Pan Kessel DiffM BDL 22 15 0 10 Jun 2022
Diffusion Models for Counterfactual Explanations Guillaume Jeanneret Loïc Simon F. Jurie DiffM 24 55 0 29 Mar 2022
Fighting Money Laundering with Statistics and Machine Learning R. Jensen Alexandros Iosifidis 28 13 0 11 Jan 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 24 162 0 20 Oct 2020