Mathieu Chevalley

According to our database, Mathieu Chevalley authored at least 5 papers between 2019 and 2024.

Collaborative distances:

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

2024

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

Mathieu Chevalley, Patrick Schwab, Arash Mehrjou

CoRR, 2024

2023

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

Mathieu Chevalley, Jacob Sackett-Sanders, Yusuf 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

CoRR, 2023

2022

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

Mathieu Chevalley, Yusuf 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