Piersilvio De Bartolomeis

According to our database, Piersilvio De Bartolomeis authored at least 9 papers between 2022 and 2025.

Collaborative distances:

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

2025

Robust estimation of heterogeneous treatment effects in randomized trials leveraging external data.

Rickard Karlsson, Piersilvio De Bartolomeis, Issa J. Dahabreh, Jesse H. Krijthe

CoRR, July, 2025

Causal Lifting of Neural Representations: Zero-Shot Generalization for Causal Inferences.

Riccardo Cadei, Ilker Demirel, Piersilvio De Bartolomeis, Lukas Lindorfer, Sylvia Cremer, Cordelia Schmid, Francesco Locatello

CoRR, February, 2025

Efficient Randomized Experiments Using Foundation Models.

Piersilvio De Bartolomeis, Javier Abad, Guanbo Wang, Konstantin Donhauser, Raymond M. Duch, Fanny Yang, Issa J. Dahabreh

CoRR, February, 2025

Doubly robust identification of treatment effects from multiple environments.

Piersilvio De Bartolomeis, Julia Kostin, Javier Abad, Yixin Wang, Fanny Yang

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Detecting critical treatment effect bias in small subgroups.

Piersilvio De Bartolomeis, Javier Abad, Konstantin Donhauser, Fanny Yang

Proceedings of the Uncertainty in Artificial Intelligence, 2024

Hidden yet quantifiable: A lower bound for confounding strength using randomized trials.

Piersilvio De Bartolomeis, Javier Abad Martinez, Konstantin Donhauser, Fanny Yang

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

2023

Convex Reinforcement Learning in Finite Trials.

Mirco Mutti, Riccardo De Santi, Piersilvio De Bartolomeis, Marcello Restelli

J. Mach. Learn. Res., 2023

How robust accuracy suffers from certified training with convex relaxations.

Piersilvio De Bartolomeis, Jacob Clarysse, Amartya Sanyal, Fanny Yang

CoRR, 2023

2022

Challenging Common Assumptions in Convex Reinforcement Learning.

Mirco Mutti, Riccardo De Santi, Piersilvio De Bartolomeis, Marcello Restelli

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022