Zennaro, Fabio Massimo

7 publications

CLeaR 2025 Aligning Graphical and Functional Causal Abstractions Willem Schooltink, Fabio Massimo Zennaro

ICML 2025 Causal Abstraction Learning Based on the Semantic Embedding Principle Gabriele D’Acunto, Fabio Massimo Zennaro, Yorgos Felekis, Paolo Di Lorenzo

CLeaR 2024 Causal Optimal Transport of Abstractions Yorgos Felekis, Fabio Massimo Zennaro, Nicola Branchini, Theodoros Damoulas

UAI 2024 Causally Abstracted Multi-Armed Bandits Fabio Massimo Zennaro, Nicholas Bishop, Joel Dyer, Yorgos Felekis, Anisoara Calinescu, Michael Wooldridge, Theodoros Damoulas

NeurIPS 2024 Interventionally Consistent Surrogates for Complex Simulation Models Joel Dyer, Nicholas Bishop, Yorgos Felekis, Fabio Massimo Zennaro, Anisoara Calinescu, Theodoros Damoulas, Michael Wooldridge

CLeaR 2023 Jointly Learning Consistent Causal Abstractions over Multiple Interventional Distributions Fabio Massimo Zennaro, Máté Drávucz, Geanina Apachitei, W. Dhammika Widanage, Theodoros Damoulas

IJCAI 2023 Quantifying Consistency and Information Loss for Causal Abstraction Learning Fabio Massimo Zennaro, Paolo Turrini, Theodoros Damoulas