Probabilistically Plausible Counterfactual Explanations with Normalizing Flows

27 May 2024

Papers citing "Probabilistically Plausible Counterfactual Explanations with Normalizing Flows"

5 / 5 papers shown

Title
HyConEx: Hypernetwork classifier with counterfactual explanations Patryk Marszałek Ulvi Movsum-zada Oleksii Furman Kamil Ksiazek P. Spurek Marek Śmieja 50 0 0 16 Mar 2025
Generating Likely Counterfactuals Using Sum-Product Networks Jiri Nemecek Tomás Pevný Jakub Marecek TPM 65 0 0 25 Jan 2024
CeFlow: A Robust and Efficient Counterfactual Explanation Framework for Tabular Data using Normalizing Flows Tri Dung Duong Qian Li Guandong Xu OOD 26 7 0 26 Mar 2023
A Few Good Counterfactuals: Generating Interpretable, Plausible and Diverse Counterfactual Explanations Barry Smyth Mark T. Keane CML 32 26 0 22 Jan 2021
Neural Oblivious Decision Ensembles for Deep Learning on Tabular Data Sergei Popov S. Morozov Artem Babenko LMTD 83 294 0 13 Sep 2019