Corinna Coupette

Corinna Coupette

Assistant Professor
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
https://research.aalto.fi/...

Kompetensområde

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

Forskningsgrupp

  • Computer Science Professors, Assistant Professor
  • Professorship Coupette Corinna group, Assistant Professor
  • Computer Science - Algorithms and Theoretical Computer Science (TCS), Assistant Professor
  • Computer Science - Artificial Intelligence and Machine Learning (AIML), Assistant Professor
  • Computer Science - Complex Systems (Cxsys), Assistant Professor
  • Computer Science - Digital Ethics, Society and Policy (Digital-ESP), Assistant Professor

Publikationer

All the world's a (hyper)graph: A data drama

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

Legal hypergraphs

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

Model-Agnostic Approximation of Constrained Forest Problems

Corinna Coupette, Alipasha Montaseri, Christoph Lenzen 2024

pymnet: A Python Library for Multilayer Networks

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

Law Smells

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

Ollivier-Ricci Curvature for Hypergraphs: A Unified Framework

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

Reducing Exposure to Harmful Content via Graph Rewiring

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

Differentially Describing Groups of Graphs

Corinna Coupette, Sebastian Dalleiger, Jilles Vreeken 2022 AAAI-22 Technical Tracks 4

A Breezing Proof of the KMW Bound

Corinna Coupette, Christoph Lenzen 2021 4th Symposium on Simplicity in Algorithms, SOSA 2021

Graph Similarity Description

Corinna Coupette, Jilles Vreeken 2021 KDD 2021 - Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining