Counterfactual Profile Perturbations for Recommendation Explanations: A Reproducibility Study
This reproducibility paper explores the counterfactual explanation technique known as Learning to eXplain Recommendations (LXR), and considers alternate baselines for LXR, including item popularity and latent factor similarity, and finds that for some tasks these alternatives work surprisingly well.