Fabio Massimo Zennaro
7 papers · 2023–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(5)
🌉
Interdisciplinary Bridge
🐝
Cross-Pollinator
(13)
Conferences
CLEAR (3)
ICML (1)
IJCAI (1)
NIPS (1)
UAI (1)
Top co-authors
Keywords
structural causal model
(3)
causal abstraction
(3)
domain generalization
(1)
causal discovery
(1)
optimal transport
(1)
data augmentation
(1)
differentiable programming
(1)
information loss
(1)
surrogate model
(1)
interventional datum
(1)
interventional distribution
(1)
policy intervention
(1)
causal inference
(1)
interventional measure
(1)
probabilistic modeling
(1)
Papers
Aligning Graphical and Functional Causal Abstractions
CLEAR 2025
Causal Abstraction Learning based on the Semantic Embedding Principle
ICML 2025
Causal Optimal Transport of Abstractions
CLEAR 2024
Interventionally Consistent Surrogates for Complex Simulation Models
NIPS 2024
Causally Abstracted Multi-armed Bandits
UAI 2024
Quantifying Consistency and Information Loss for Causal Abstraction Learning
IJCAI 2023
Jointly Learning Consistent Causal Abstractions Over Multiple Interventional Distributions
CLEAR 2023