Cecilia Casolo

According to our database, Cecilia Casolo authored at least 6 papers between 2024 and 2025.

Collaborative distances:

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

2025

Identifiability Challenges in Sparse Linear Ordinary Differential Equations.

Cecilia Casolo, Sören Becker, Niki Kilbertus

CoRR, June, 2025

Signature Kernel Conditional Independence Tests in Causal Discovery for Stochastic Processes.

Georg Manten, Cecilia Casolo, Emilio Ferrucci, Søren Wengel Mogensen, Cristopher Salvi, Niki Kilbertus

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Your Assumed DAG is Wrong And Here's How To Deal With It.

Kirtan Padh, Zhufeng Li, Cecilia Casolo, Niki Kilbertus

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

An Asymmetric Independence Model for Causal Discovery on Path Spaces.

Georg Manten, Cecilia Casolo, Søren Wengel Mogensen, Niki Kilbertus

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

2024

Learning Counterfactually Invariant Predictors.

Francesco Quinzan, Cecilia Casolo, Krikamol Muandet, Yucen Luo, Niki Kilbertus

Trans. Mach. Learn. Res., 2024

Uncertainty-Aware Optimal Treatment Selection for Clinical Time Series.

Thomas Schwarz, Cecilia Casolo, Niki Kilbertus

CoRR, 2024