2 papers
cs.LG2025
Producer-Fairness in Sequential Bundle Recommendation
Alexandre Rio, Marta Soare, Sihem Amer-Yahia
We address fairness in the context of sequential bundle recommendation, where users are served in turn with sets of relevant and compatible items. Motivated by real-world scenarios…
cs.LG2025
Differentially Private Policy Gradient
Alexandre Rio, Merwan Barlier, Igor Colin
Motivated by the increasing deployment of reinforcement learning in the real world, involving a large consumption of personal data, we introduce a differentially private (DP) polic…