Counterfactual Explanation

Beyond Top-1: Addressing Inconsistencies in Evaluating Counterfactual Explanations for Recommender Systems
Explainability in recommender systems (RS) remains a pivotal yet challenging research frontier. Among state-of-the-art techniques, …
Amir Reza Mohammadi, Andreas Peintner, Michael Müller, Eva Zangerle
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Are We Explaining the Same Recommenders? Incorporating Recommender Performance for Evaluating Explainers
Explainability in recommender systems is both crucial and challenging. Among the state-of-the-art explanation strategies, …
Amir Reza Mohammadi, Andreas Peintner, Michael Müller, Eva Zangerle
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