Manuele Leonelli
6 papers · 2020–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (8) π Keyword Champion (2)
π
Trend Setter
Conferences
PGM (4)
AISTATS (1)
JMLR (1)
Top co-authors
Keywords
bayesian network
(2)
graphical model
(2)
sensitivity analysis
(2)
automatic differentiation
(1)
structural learning
(1)
exact inference
(1)
conditional independence
(1)
gaussian graphical model
(1)
categorical datum
(1)
staged tree
(1)
asymmetric relationship
(1)
structural intervention distance
(1)
parameter ranking
(1)
causal inference
(1)
staged tree model
(1)
probabilistic inference
(1)
causal discovery
(1)
Papers
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
You Only Derive Once (YODO): Automatic Differentiation for Efficient Sensitivity Analysis in Bayesian Networks
PGM 2022
Highly Efficient Structural Learning of Sparse Staged Trees
PGM 2022
Model-Preserving Sensitivity Analysis for Families of Gaussian Distributions
JMLR 2020