Francesco Montagna
4 papers · 2023–2025 · 2 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Venues
Top co-authors
Research topics
Keywords
causal discovery
(4)
score matching
(3)
latent variable model
(1)
score function
(1)
additive model
(1)
causal graph
(1)
equivalence class
(1)
scalable algorithm
(1)
hidden variable
(1)
noise distribution
(1)
additive noise model
(1)
nonlinear model
(1)
assumption violation
(1)
false negative rate
(1)
causal inference
(1)
hyperparameter stability
(1)
false positive rate
(1)
Papers
Score matching through the roof: linear, nonlinear, and latent variables causal discovery
CLeaR 2025
Assumption violations in causal discovery and the robustness of score matching
NeurIPS 2023
Causal Discovery with Score Matching on Additive Models with Arbitrary Noise
CLeaR 2023
Scalable Causal Discovery with Score Matching
CLeaR 2023