Publications of Fabian Baumann

Czaplicka, A., Baumann, F., & Rahwan, I. (2025). Mutual benefits of social learning and algorithmic mediation for cumulative culture. Journal of the Royal Society Interface, 22(225), Article 20240686. https://doi.org/10.1098/rsif.2024.0686

Baumann, F., Czaplicka, A., & Rahwan, I. (2024). Network structure shapes the impact of diversity in collective learning. Scientific Reports, 14, Article 2491. https://doi.org/10.1038/s41598-024-52837-3

Brinkmann, L., Baumann, F., Bonnefon, J.-F., Derex, M., Müller, T. F., Nussberger, A.-M., Czaplicka, A., Acerbi, A., Griffiths, T. L., Henrich, J., Leibo, J. Z., McElreath, R., Oudeyer, P.-Y., Stray, J., & Rahwan, I. (2023). Machine culture. Nature Human Behaviour, 7, 1855–1868. https://doi.org/10.1038/s41562-023-01742-2

Baumann, F., Halpern, D., Procaccia, A. D., Rahwan, I., Shapira, I., & Wüthrich, M. (2024). Optimal engagement-diversity tradeoffs in social media. In WWW '24: Proceedings of the ACM on Web Conference 2024 (pp. 288–299). https://doi.org/10.1145/3589334.3645713

Baumann, F., Arora, N., Rahwan, I., & Czaplicka, A. (2025). Dynamics of algorithmic content amplification on TikTok. arXiv, 2503.20231. https://doi.org/10.48550/arXiv.2503.20231