Julianna Piskorz

According to our database, Julianna Piskorz authored at least 6 papers in 2025.

Collaborative distances:

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

2025

Improving the Generation and Evaluation of Synthetic Data for Downstream Medical Causal Inference.

Harry Amad, Zhaozhi Qian, Dennis Frauen, Julianna Piskorz, Stefan Feuerriegel, Mihaela van der Schaar

CoRR, October, 2025

Technical Report: Facilitating the Adoption of Causal Inference Methods Through LLM-Empowered Co-Pilot.

Jeroen Berrevoets, Julianna Piskorz, Robert Davis, Harry Amad, James Weatherall, Mihaela van der Schaar

CoRR, August, 2025

Beyond the ATE: Interpretable Modelling of Treatment Effects over Dose and Time.

Julianna Piskorz, Krzysztof Kacprzyk, Harry Amad, Mihaela van der Schaar

CoRR, July, 2025

Revolutionizing Clinical Trials: A Manifesto for AI-Driven Transformation.

Mihaela van der Schaar, Richard W. Peck, Eoin F. McKinney, James Weatherall, Stuart Bailey, Justine Rochon, Chris Anagnostopoulos, Pierre Marquet, Anthony Wood, Nicky Best, Harry Amad, Julianna Piskorz, Krzysztof Kacprzyk, Rafik Salama, Christina Gunther, Francesca Frau, Antoine Pugeat, Ramon Hernandez

CoRR, June, 2025

Skip the Equations: Learning Behavior of Personalized Dynamical Systems Directly From Data.

Krzysztof Kacprzyk, Julianna Piskorz, Mihaela van der Schaar

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Active Feature Acquisition for Personalised Treatment Assignment.

Julianna Piskorz, Nicolás Astorga, Jeroen Berrevoets, Mihaela van der Schaar

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