ML Anthology

De Bartolomeis, Piersilvio

13 publications

ICLRW 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
ICLR 2025 Doubly Robust Identification of Treatment Effects from Multiple Environments Piersilvio De Bartolomeis, Julia Kostin, Javier Abad, Yixin Wang, Fanny Yang
NeurIPS 2025 Efficient Randomized Experiments Using Foundation Models Piersilvio De Bartolomeis, Javier Abad, Guanbo Wang, Konstantin Donhauser, Raymond M Duch, Fanny Yang, Issa Dahabreh
ICLRW 2025 Efficient Randomized Experiments Using Foundation Models Piersilvio De Bartolomeis, Javier Abad, Guanbo Wang, Konstantin Donhauser, Raymond M Duch, Fanny Yang, Issa Dahabreh
NeurIPS 2025 Prediction-Powered Causal Inferences Riccardo Cadei, Ilker Demirel, Piersilvio De Bartolomeis, Lukas Lindorfer, Sylvia Cremer, Cordelia Schmid, Francesco Locatello
UAI 2024 Detecting Critical Treatment Effect Bias in Small Subgroups Piersilvio De Bartolomeis, Javier Abad, Konstantin Donhauser, Fanny Yang
ICMLW 2024 Detecting Critical Treatment Effect Bias in Small Subgroups Piersilvio De Bartolomeis, Javier Abad, Konstantin Donhauser, Fanny Yang
AISTATS 2024 Hidden yet Quantifiable: A Lower Bound for Confounding Strength Using Randomized Trials Piersilvio De Bartolomeis, Javier Abad Martinez, Konstantin Donhauser, Fanny Yang
JMLR 2023 Convex Reinforcement Learning in Finite Trials Mirco Mutti, Riccardo De Santi, Piersilvio De Bartolomeis, Marcello Restelli
NeurIPSW 2022 Certified Defences Hurt Generalisation Piersilvio De Bartolomeis, Jacob Clarysse, Fanny Yang, Amartya Sanyal
NeurIPSW 2022 Certified Defences Hurt Generalisation Piersilvio De Bartolomeis, Jacob Clarysse, Fanny Yang, Amartya Sanyal
NeurIPS 2022 Challenging Common Assumptions in Convex Reinforcement Learning Mirco Mutti, Riccardo De Santi, Piersilvio De Bartolomeis, Marcello Restelli
ICMLW 2022 Enhancing Unit-Tests for Invariance Discovery Piersilvio De Bartolomeis, Antonio Orvieto, Giambattista Parascandolo