Fabio Massimo Zennaro
7 papers · 2023–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(12)
Venues
Top co-authors
Research topics
Keywords
causal abstraction
(6)
structural causal model
(4)
causal inference
(2)
transfer learning
(1)
online advertising
(1)
causal discovery
(1)
optimal transport
(1)
data augmentation
(1)
kullback-leibler divergence
(1)
differentiable programming
(1)
information loss
(1)
multi-armed bandit
(1)
regret bound
(1)
surrogate model
(1)
domain generalization
(1)
interventional data
(1)
interventional distribution
(1)
stiefel manifold
(1)
gaussian 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
Causally Abstracted Multi-armed Bandits
UAI 2024
Causal Optimal Transport of Abstractions
CLeaR 2024
Interventionally Consistent Surrogates for Complex Simulation Models
NeurIPS 2024
Jointly Learning Consistent Causal Abstractions Over Multiple Interventional Distributions
CLeaR 2023
Quantifying Consistency and Information Loss for Causal Abstraction Learning
IJCAI 2023