Sarah Mameche

According to our database, Sarah Mameche authored at least 7 papers between 2022 and 2025.

Collaborative distances:

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

2025

Information-Theoretic Causal Discovery in Topological Order.

Sascha Xu, Sarah Mameche, Jilles Vreeken

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

SPACETIME: Causal Discovery from Non-Stationary Time Series.

Sarah Mameche, Lénaïg Cornanguer, Urmi Ninad, Jilles Vreeken

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Learning Causal Networks from Episodic Data.

Osman Mian, Sarah Mameche, Jilles Vreeken

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Identifying Confounding from Causal Mechanism Shifts.

Sarah Mameche, Jilles Vreeken, David Kaltenpoth

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

An Information Theoretic Framework for Continual Learning of Causal Networks.

Osman Mian, Sarah Mameche

Proceedings of the AAAI Bridge Program on Continual Causality, 2024

2023

Learning Causal Models under Independent Changes.

Sarah Mameche, David Kaltenpoth, Jilles Vreeken

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Discovering Invariant and Changing Mechanisms from Data.

Sarah Mameche, David Kaltenpoth, Jilles Vreeken

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022