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Counterfactual Profile Perturbations for Recommendation Explanations: A Reproducibility Study

Varasteh, Meysam et al.
arXiv (All) · Papers
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artificial-intelligenceinformation-retrieval
This reproducibility paper explores the counterfactual explanation technique known as Learning to eXplain Recommendations (LXR). Prior work has shown that LXR can reliably identify perturbations that, if applied to a user's profile, cause the user's top ranked item to no longer be recommended, there
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