Mathieu Chevalley

According to our database, Mathieu Chevalley authored at least 8 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

In-silico biological discovery with large perturbation models.

Djordje Miladinovic, Tobias Höppe, Mathieu Chevalley, Andreas Georgiou, Lachlan Stuart, Arash Mehrjou, Marcus Bantscheff, Bernhard Schölkopf, Patrick Schwab

CoRR, March, 2025

Multi-megabase scale genome interpretation with genetic language models.

Frederik Träuble, Lachlan Stuart, Andreas Georgiou, Pascal Notin, Arash Mehrjou, Ron Schwessinger, Mathieu Chevalley, Kim Branson, Bernhard Schölkopf, Cornelia van Duijn, Debora S. Marks, Patrick Schwab

CoRR, January, 2025

Deriving Causal Order from Single-Variable Interventions: Guarantees & Algorithm.

Mathieu Chevalley, Patrick Schwab, Arash Mehrjou

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

The CausalBench challenge: A machine learning contest for gene network inference from single-cell perturbation data.

Mathieu Chevalley, Jacob Sackett-Sanders, Yusuf H. Roohani, Pascal Notin, Artemy Bakulin, Dariusz Brzezinski, Kaiwen Deng, Yuanfang Guan, Justin Hong, Michael Ibrahim, Wojciech Kotlowski, Marcin Kowiel, Panagiotis Misiakos, Achille Nazaret, Markus Püschel, Chris Wendler, Arash Mehrjou, Patrick Schwab

Proceedings of the Causal Learning and Reasoning, Lausanne, Switzerland, 7-9 May 2025., 2025

2024

Efficient Differentiable Discovery of Causal Order.

Mathieu Chevalley, Arash Mehrjou, Patrick Schwab

CoRR, 2024

2022

CausalBench: A Large-scale Benchmark for Network Inference from Single-cell Perturbation Data.

Mathieu Chevalley, Yusuf H. Roohani, Arash Mehrjou, Jure Leskovec, Patrick Schwab

CoRR, 2022

Invariant Causal Mechanisms through Distribution Matching.

Mathieu Chevalley, Charlotte Bunne, Andreas Krause, Stefan Bauer

CoRR, 2022

2019

By the user, for the user: A user-centric approach to quantifying the privacy of websites.

Matius Chairani, Mathieu Chevalley, Abderrahmane Lazraq, Sruti Bhagavatula

CoRR, 2019