2 papers
cs.LG2025
Beyond Predictions: A Participatory Framework for Multi-Stakeholder Decision-Making
Vittoria Vineis, Giuseppe Perelli, Gabriele Tolomei
Conventional automated decision-support systems often prioritize predictive accuracy, overlooking the complexities of real-world settings where stakeholders' preferences may diverg…
cs.IR2025
Demystifying Sequential Recommendations: Counterfactual Explanations via Genetic Algorithms
Domiziano Scarcelli, Filippo Betello, Giuseppe Perelli +2
Sequential Recommender Systems (SRSs) have demonstrated remarkable effectiveness in capturing users' evolving preferences. However, their inherent complexity as "black box" models…