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Corinna Coupette

Corinna Coupette

Assistant Professor
T313 Dept. Computer Science

The overarching goal of my research is to understand how we can combine codedata, and law to better model, measure, and manage complex systems (e.g., contemporary information societies). To this end, I explore novel ways of connecting computer science and law, such as using algorithms to collect and analyze legal data as networks, or formalizing and implementing legal and mathematical desiderata for responsible data-centric machine learning with graphs. Currently, I am particularly interested in computational legal theory – i.e., (1) designing computational methods to build a data-driven theory of legal systems and (2) understanding legal systems as computational systems – with implications for how we approach challenges like regulating AI, protecting democratic institutions, and realizing the sustainability transition. 

Full researcher profile

Osaamisalueet

complex networks, graph algorithms, responsible AI, data-centric AI, legal systems, computational legal studies, computational social science, 513 Law, 113 Computer and information sciences, Law, Computational data analysis, Theoretical computer science

Julkaisut

Alkida Balliu, Corinna Coupette, Antonio Cruciani, Francesco d'Amore, Massimo Equi, Henrik Lievonen, Augusto Modanese, Dennis Olivetti, Jukka Suomela 2025 39th International Symposium on Distributed Computing (DISC 2025)

Corinna Coupette, Jeremy Wayland, Emily Simons, Bastian Rieck 2025 Proceedings of Machine Learning Research

Corinna Coupette, Jilles Vreeken, Bastian Rieck 2024 Digital Scholarship in the Humanities

Corinna Coupette, Dirk Hartung, Daniel Martin Katz 2024 Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences

Corinna Coupette, Alipasha Montaseri, Christoph Lenzen 2024

Tarmo Nurmi, Arash Badie Modiri, Corinna Coupette, Mikko Kivelä 2024 Journal of Open Source Software

Jeremy Wayland, Corinna Coupette, Bastian Rieck 2024 Proceedings of the 41st International Conference on Machine Learning

Corinna Coupette, Dirk Hartung, Janis Beckedorf, Maximilian Böther, Daniel Martin Katz 2023 Artificial Intelligence and Law

Corinna Coupette, Sebastian Dalleiger, Bastian Rieck 2023 11th International Conference on Learning Representations (ICLR 2023)

Corinna Coupette, Stefan Neumann, Aristides Gionis 2023 KDD 2023 - Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining