Abhirup Mitra

What Price Fairness? Evaluating Energy – Fairness – Accuracy Trade-off in Recommender Systems

The results show that the green cost of fairness is not uniform, post-processing shifts cost to repeated serving, while in-processing and graph-level methods avoid re-ranking overhead but vary substantially across models, datasets, and hardware.