Gherardo Varando
9 papers · 2015–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (4) 🏃 Academic Marathon (10)
🐝
Cross-Pollinator
(8)
🌈
Renaissance Researcher
(5)
🗺️
Taxonomy Completionist
(15)
📈
Trend Setter
Conferences
PGM (4)
AISTATS (2)
UAI (2)
JMLR (1)
Top co-authors
Keywords
graphical model
(5)
structure learning
(2)
covariance matrix
(2)
causal discovery
(1)
structural learning
(1)
precision matrix
(1)
stochastic process
(1)
bayesian network
(1)
decision boundary
(1)
categorical datum
(1)
positive definiteness
(1)
staged tree
(1)
asymmetric relationship
(1)
structural intervention distance
(1)
bayesian network classifier
(1)
staged tree model
(1)
lyapunov equation
(1)
orthogonal matrix
(1)
positive definite matrix
(1)
concentration graph
(1)
Papers
Out-of-distribution robustness for multivariate analysis via causal regularisation
AISTATS 2025
Learning Causal Response Representations through Direct Effect Analysis
UAI 2025
Context-Specific Refinements of Bayesian Network Classifiers
PGM 2024
Learning Staged Trees from Incomplete Data
PGM 2024
Context-Specific Causal Discovery for Categorical Data Using Staged Trees
AISTATS 2023
Highly Efficient Structural Learning of Sparse Staged Trees
PGM 2022
Graphical continuous Lyapunov models
UAI 2020
A partial orthogonalization method for simulating covariance and concentration graph matrices
PGM 2018
Decision Boundary for Discrete Bayesian Network Classifiers
JMLR 2015