Piersilvio De Bartolomeis

According to our database, Piersilvio De Bartolomeis authored at least 5 papers between 2022 and 2024.

Collaborative distances:

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

2024

Detecting critical treatment effect bias in small subgroups.

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

CoRR, 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