Casolo, Cecilia

5 publications

CLeaR 2025 An Asymmetric Independence Model for Causal Discovery on Path Spaces Georg Manten, Cecilia Casolo, Søren Wengel Mogensen, Niki Kilbertus

ICLR 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

CLeaR 2025 Your Assumed DAG Is Wrong and Here’s How to Deal with It Kirtan Padh, Zhufeng Li, Cecilia Casolo, Niki Kilbertus

TMLR 2024 Learning Counterfactually Invariant Predictors Francesco Quinzan, Cecilia Casolo, Krikamol Muandet, Yucen Luo, Niki Kilbertus

NeurIPSW 2024 Uncertainty-Aware Optimal Treatment Selection for Clinical Time Series Thomas Schwarz, Cecilia Casolo, Niki Kilbertus