136 citations · 412 across the 29 of their papers we have counts for
3 papers · 1 filter
Equality of Learning Opportunity via Individual Fairness in Personalized Recommendations
Mirko Marras, Ludovico Boratto, Guilherme Ramos +1
Online educational platforms are playing a primary role in mediating the success of individuals' careers. Therefore, while building overlying content recommendation services, it be…
Interplay between Upsampling and Regularization for Provider Fairness in Recommender Systems
Ludovico Boratto, Gianni Fenu, Mirko Marras
Considering the impact of recommendations on item providers is one of the duties of multi-sided recommender systems. Item providers are key stakeholders in online platforms, and th…
Connecting User and Item Perspectives in Popularity Debiasing for Collaborative Recommendation
Ludovico Boratto, Gianni Fenu, Mirko Marras
Recommender systems learn from historical users' feedback that is often non-uniformly distributed across items. As a consequence, these systems may end up suggesting popular items…