Piersilvio De Bartolomeis

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 7

Top Topics

Randomized Algorithm

Reinforcement Learning

Convex Optimization

Top Venues

J. Mach. Learn. Res.

Publications

Piersilvio De Bartolomeis, Javier Abad, Konstantin Donhauser, Fanny Yang
Detecting critical treatment effect bias in small subgroups. CoRR (2024)
Piersilvio De Bartolomeis, Javier Abad Martinez, Konstantin Donhauser, Fanny Yang
Hidden yet quantifiable: A lower bound for confounding strength using randomized trials. AISTATS (2024)
Mirco Mutti, Riccardo De Santi, Piersilvio De Bartolomeis, Marcello Restelli
Convex Reinforcement Learning in Finite Trials. J. Mach. Learn. Res. 24 (2023)
Piersilvio De Bartolomeis, Jacob Clarysse, Amartya Sanyal, Fanny Yang
How robust accuracy suffers from certified training with convex relaxations. CoRR (2023)
Piersilvio De Bartolomeis, Javier Abad, Konstantin Donhauser, Fanny Yang
Hidden yet quantifiable: A lower bound for confounding strength using randomized trials. CoRR (2023)
Mirco Mutti, Riccardo De Santi, Piersilvio De Bartolomeis, Marcello Restelli
Challenging Common Assumptions in Convex Reinforcement Learning. CoRR (2022)
Mirco Mutti, Riccardo De Santi, Piersilvio De Bartolomeis, Marcello Restelli
Challenging Common Assumptions in Convex Reinforcement Learning. NeurIPS (2022)