Scalable Collaborative Learning via Representation Sharing. - Frédéric Berdoz; Abhishek Singh 005; Martin Jaggi; Ramesh Raskar (CoRR, 2022)

Fundamentals of Task-Agnostic Data Valuation. - Mohammad Mohammadi Amiri; Frederic Berdoz; Ramesh Raskar (AAAI, 2023)

Can an AI Agent Safely Run a Government? Existence of Probably Approximately Aligned Policies. - Frédéric Berdoz; Roger Wattenhofer (NeurIPS, 2024)

Recommender Systems for Democracy: Toward Adversarial Robustness in Voting Advice Applications. - Frédéric Berdoz; Dustin Brunner; Yann Vonlanthen; Roger Wattenhofer (CoRR, 2025)