Cristian Consonni

You Don't Bring Me Flowers: Mitigating Unwanted Recommendations Through Conformal Risk Control

2025

Recommenders are significantly shaping online information consumption.While effective at personalizing content, these systems increasingly face criticism for propagating irrelevant, unwanted, and even harmful recommendations.Such content degrades user satisfaction and contributes to significant societal issues, including …