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GLOBE-CE: A Translation-Based Approach for Global Counterfactual
  Explanations
v1v2 (latest)

GLOBE-CE: A Translation-Based Approach for Global Counterfactual Explanations

International Conference on Machine Learning (ICML), 2023
26 May 2023
Dan Ley
Saumitra Mishra
Daniele Magazzeni
    LRM
ArXiv (abs)PDFHTML

Papers citing "GLOBE-CE: A Translation-Based Approach for Global Counterfactual Explanations"

17 / 17 papers shown
Explaining Concept Drift through the Evolution of Group Counterfactuals
Explaining Concept Drift through the Evolution of Group Counterfactuals
Ignacy Stepka
Jerzy Stefanowski
106
0
0
11 Sep 2025
COMRECGC: Global Graph Counterfactual Explainer through Common Recourse
COMRECGC: Global Graph Counterfactual Explainer through Common Recourse
Gregoire Fournier
Sourav Medya
BDL
356
1
0
11 May 2025
Explanations as Bias Detectors: A Critical Study of Local Post-hoc XAI Methods for Fairness Exploration
Explanations as Bias Detectors: A Critical Study of Local Post-hoc XAI Methods for Fairness Exploration
Vasiliki Papanikou
Danae Pla Karidi
E. Pitoura
Emmanouil Panagiotou
Eirini Ntoutsi
360
1
0
01 May 2025
Understanding Fixed Predictions via Confined Regions
Understanding Fixed Predictions via Confined Regions
Connor Lawless
Tsui-Wei Weng
Berk Ustun
Madeleine Udell
309
1
0
22 Feb 2025
Learning Counterfactual Outcomes Under Rank Preservation
Learning Counterfactual Outcomes Under Rank Preservation
Peng Wu
Haoxuan Li
Chunyuan Zheng
Yan Zeng
Jiawei Chen
Yang Liu
Ruocheng Guo
Jianchao Tan
326
1
0
10 Feb 2025
FACEGroup: Feasible and Actionable Counterfactual Explanations for Group Fairness
FACEGroup: Feasible and Actionable Counterfactual Explanations for Group Fairness
Christos Fragkathoulas
Vasiliki Papanikou
E. Pitoura
Evimaria Terzi
253
0
0
29 Oct 2024
Global Graph Counterfactual Explanation: A Subgraph Mapping Approach
Global Graph Counterfactual Explanation: A Subgraph Mapping Approach
Yinhan He
Wendy Zheng
Yaochen Zhu
Jing Ma
Saumitra Mishra
Natraj Raman
Ninghao Liu
Jundong Li
174
3
0
25 Oct 2024
Counterfactual Metarules for Local and Global Recourse
Counterfactual Metarules for Local and Global Recourse
Tom Bewley
Salim I. Amoukou
Saumitra Mishra
Daniele Magazzeni
Manuela Veloso
295
4
0
29 May 2024
GLANCE: Global Actions in a Nutshell for Counterfactual Explainability
GLANCE: Global Actions in a Nutshell for Counterfactual Explainability
Ioannis Emiris
Eleni Psaroudaki
G. Giannopoulos
Dimitrios Gunopulos
Nikolaos Theologitis
...
Dimitrios Tomaras
Kleopatra Markou
Nikolaos Theologitis
Dimitris Fotakis
Konstantinos Tsopelas
CMLFAtt
343
5
0
29 May 2024
Unifying Perspectives: Plausible Counterfactual Explanations on Global, Group-wise, and Local Levels
Unifying Perspectives: Plausible Counterfactual Explanations on Global, Group-wise, and Local Levels
Patryk Wielopolski
Oleksii Furman
Łukasz Lenkiewicz
Jerzy Stefanowski
Maciej Ziȩba
368
5
0
27 May 2024
Learning Actionable Counterfactual Explanations in Large State Spaces
Learning Actionable Counterfactual Explanations in Large State Spaces
Keziah Naggita
Matthew R. Walter
Avrim Blum
OffRL
398
0
0
25 Apr 2024
A Two-Stage Algorithm for Cost-Efficient Multi-instance Counterfactual
  Explanations
A Two-Stage Algorithm for Cost-Efficient Multi-instance Counterfactual Explanations
André Artelt
Andreas Gregoriades
237
3
0
02 Mar 2024
On Explaining Unfairness: An Overview
On Explaining Unfairness: An Overview
Christos Fragkathoulas
Vasiliki Papanikou
Danae Pla Karidi
E. Pitoura
XAIFaML
205
5
0
16 Feb 2024
One-for-many Counterfactual Explanations by Column Generation
One-for-many Counterfactual Explanations by Column Generation
Andrea Lodi
Jasone Ramírez-Ayerbe
LRM
217
4
0
12 Feb 2024
Distributional Counterfactual Explanations With Optimal Transport
Distributional Counterfactual Explanations With Optimal TransportInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2024
Lei You
Lele Cao
Mattias Nilsson
Bo Zhao
Lei Lei
OTOffRL
577
1
0
23 Jan 2024
Explaining and visualizing black-box models through counterfactual paths
Explaining and visualizing black-box models through counterfactual pathsPattern Analysis and Applications (PAA), 2023
Bastian Pfeifer
Mateusz Krzyzinski
Hubert Baniecki
Anna Saranti
Andreas Holzinger
P. Biecek
294
2
0
15 Jul 2023
Fairness Aware Counterfactuals for Subgroups
Fairness Aware Counterfactuals for SubgroupsNeural Information Processing Systems (NeurIPS), 2023
Nikolaos Theologitis
Konstantinos Tsopelas
G. Giannopoulos
Kleopatra Markou
Eleni Psaroudaki
Nikolaos Theologitis
Dimitrios Tomaras
Eleni Psaroudaki
Ioannis Emiris
235
9
0
26 Jun 2023
1