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Workshop
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Knowledge Distillation-Based Model Extraction Attack using GAN-based Private Counterfactual Explanations
Fatima Ezzeddine · Omran Ayoub · Silvia Giordano
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Workshop
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Explainable AI for computational pathology identifies model limitations and tissue biomarkers
Jakub Roman Kaczmarzyk · Joel Saltz · Peter Koo
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Workshop
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Galaxy Morphology Classification with Counterfactual Explanation
Zhuo Cao · Lena Krieger · Hanno Scharr · Ira Assent
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Workshop
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Counterfactual Causal Inference in Natural Language with Large Language Models
Gaël Gendron · Jože Rožanec · Michael Witbrock · Gillian Dobbie
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Workshop
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Counterfactual Token Generation in Large Language Models
Ivi Chatzi · Nina Corvelo Benz · Eleni Straitouri · Stratis Tsirtsis · Manuel Rodriguez
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Workshop
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Competence-Based Analysis of Language Models
Adam Davies · Jize Jiang · Cheng Xiang Zhai
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Workshop
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Leveraging Disease-Specific Topologies and Counterfactual Relationships in Knowledge Graphs for Inductive Reasoning in Drug Repurposing
Cerag Oguztuzun · Zhenxiang Gao · Hui Li · Rong Xu
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Workshop
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Sun 14:00
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Frontiers of Counterfactual Outcome Estimation in Time Series (Invited Talk by Yan Liu)
Yan Liu
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Workshop
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Counterfactual Explanations via Riemannian Latent Space Traversal
Paraskevas Pegios · Aasa Feragen · Andreas Abildtrup Hansen · Georgios Arvanitidis
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Workshop
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Model Reconstruction Using Counterfactual Explanations: A Perspective From Polytope Theory
Pasan Dissanayake · Sanghamitra Dutta
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Workshop
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Better Counterfactual Model Reasoning with Submodular Quadratic Component Models
Ari Karchmer · Seth Neel · Harshay Shah · Andrew Ilyas
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