Poster "counterfactual explanations" Papers

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DiCoFlex: Model-Agnostic Diverse Counterfactuals with Flexible Control

Oleksii Furman, Ulvi Movsum-zada, Patryk Marszałek et al.

NeurIPS 2025posterarXiv:2505.23700

Feature Responsiveness Scores: Model-Agnostic Explanations for Recourse

Seung Hyun Cheon, Anneke Wernerfelt, Sorelle Friedler et al.

ICLR 2025posterarXiv:2410.22598
6
citations

LeapFactual: Reliable Visual Counterfactual Explanation Using Conditional Flow Matching

Zhuo Cao, Xuan Zhao, Lena Krieger et al.

NeurIPS 2025posterarXiv:2510.14623
1
citations

Attribution-based Explanations that Provide Recourse Cannot be Robust

Hidde Fokkema, Rianne de Heide, Tim van Erven

ICML 2024poster

CF-OPT: Counterfactual Explanations for Structured Prediction

Germain Vivier-Ardisson, Alexandre Forel, Axel Parmentier et al.

ICML 2024poster

Structure Your Data: Towards Semantic Graph Counterfactuals

Angeliki Dimitriou, Maria Lymperaiou, Giorgos Filandrianos et al.

ICML 2024poster

Trustworthy Actionable Perturbations

Jesse Friedbaum, Sudarshan Adiga, Ravi Tandon

ICML 2024poster