Cecilia Casolo

PhD student, Technische Universität München

Joined

May 2022

Names

Cecilia Casolo (Preferred)

Emails

****@helmholtz-muenchen.de (Confirmed)

,

****@gmail.com (Confirmed)

Personal Links

Career & Education History

PhD student

Technische Universität München (tum.de)

2022 – Present

Advisors, Relations & Conflicts

PhD Advisor

2022 – Present

Expertise

No areas of expertise listed

Publications

Identifiability Challenges in Sparse Linear Ordinary Differential Equations
Cecilia Casolo, Sören Becker, Niki Kilbertus
- ICLR 2026 Poster
- Readers: Everyone
Your Assumed DAG is Wrong And Here’s How To Deal With It
Kirtan Padh, Zhufeng Li, Cecilia Casolo, Niki Kilbertus
- CLeaR 2025 Poster
- Readers: Everyone
An Asymmetric Independence Model for Causal Discovery on Path Spaces
Georg Manten, Cecilia Casolo, Søren Wengel Mogensen, Niki Kilbertus
- CLeaR 2025 Oral
- Readers: Everyone
Uncertainty-Aware Optimal Treatment Selection for Clinical Time Series
Thomas Schwarz, Cecilia Casolo, Niki Kilbertus
- CRL@NeurIPS 2024 Oral
- Readers: Everyone
Signature Kernel Conditional Independence Tests in Causal Discovery for Stochastic Processes
Georg Manten, Cecilia Casolo, Emilio Ferrucci, Søren Wengel Mogensen, Cristopher Salvi, Niki Kilbertus
- ICLR 2025 Spotlight
- Readers: Everyone
Learning Counterfactually Invariant Predictors
Francesco Quinzan, Cecilia Casolo, Krikamol Muandet, Yucen Luo, Niki Kilbertus
- Accepted by TMLR
- Readers: Everyone
Learning Counterfactually Invariant Predictors
Francesco Quinzan, Cecilia Casolo, Krikamol Muandet, Yucen Luo, Niki Kilbertus
- Submitted to ICLR 2024
- Readers: Everyone
Learning Counterfactually Invariant Predictors
Francesco Quinzan, Cecilia Casolo, Krikamol Muandet, Niki Kilbertus, Yucen Luo
- Published: 01 Feb 2023, Last Modified: 14 Jan 2026
- Submitted to ICLR 2023
- Readers: Everyone

Co-Authors