Poster "counterfactual explanations" Papers
11 papers found
Conference
DiCoFlex: Model-Agnostic Diverse Counterfactuals with Flexible Control
Oleksii Furman, Ulvi Movsum-zada, Patryk Marszałek et al.
NEURIPS 2025arXiv:2505.23700
Feature Responsiveness Scores: Model-Agnostic Explanations for Recourse
Seung Hyun Cheon, Anneke Wernerfelt, Sorelle Friedler et al.
ICLR 2025arXiv:2410.22598
7
citations
Few-Shot Knowledge Distillation of LLMs With Counterfactual Explanations
Faisal Hamman, Pasan Dissanayake, Yanjun Fu et al.
NEURIPS 2025arXiv:2510.21631
1
citations
From Search to Sampling: Generative Models for Robust Algorithmic Recourse
Prateek Garg, Lokesh Nagalapatti, Sunita Sarawagi
ICLR 2025arXiv:2505.07351
3
citations
LeapFactual: Reliable Visual Counterfactual Explanation Using Conditional Flow Matching
Zhuo Cao, Xuan Zhao, Lena Krieger et al.
NEURIPS 2025arXiv:2510.14623
1
citations
Attribution-based Explanations that Provide Recourse Cannot be Robust
Hidde Fokkema, Rianne de Heide, Tim van Erven
ICML 2024arXiv:2205.15834
22
citations
CF-OPT: Counterfactual Explanations for Structured Prediction
Germain Vivier-Ardisson, Alexandre Forel, Axel Parmentier et al.
ICML 2024arXiv:2405.18293
3
citations
Global Counterfactual Directions
Bartlomiej Sobieski, Przemyslaw Biecek
ECCV 2024arXiv:2404.12488
12
citations
Structure Your Data: Towards Semantic Graph Counterfactuals
Angeliki Dimitriou, Maria Lymperaiou, Giorgos Filandrianos et al.
ICML 2024arXiv:2403.06514
6
citations
The Gaussian Discriminant Variational Autoencoder (GdVAE): A Self-Explainable Model with Counterfactual Explanations
Anselm Haselhoff, Kevin Trelenberg, Fabian Küppers et al.
ECCV 2024arXiv:2409.12952
5
citations
Trustworthy Actionable Perturbations
Jesse Friedbaum, Sudarshan Adiga, Ravi Tandon
ICML 2024arXiv:2405.11195
2
citations