Alberto Roverato
5 papers · 2006–2024 · 2 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Full π Interdisciplinary Bridge Β· Gold π Conference Polyglot Β· Bronze πΊοΈ Taxonomy Completionist (15)
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Research topics
Machine Learning
(5)
Core Methods
(5)
Mathematics & Optimization
(3)
Bayesian & Probabilistic Β· Machine Learning
(3)
Optimization & Theory
(3)
Artificial Intelligence
(2)
Healthcare & Medicine
(2)
Interdisciplinary
(2)
Bayesian & Probabilistic Β· Artificial Intelligence
(2)
Mathematics
(2)
Research
(2)
Science
(2)
Statistics
(1)
Keywords
gaussian graphical model
(4)
graphical model
(3)
model search
(2)
paired data
(2)
partial correlation
(2)
gaussian process
(1)
network inference
(1)
functional magnetic resonance imaging
(1)
graph structure learning
(1)
markov equivalence
(1)
differential analysis
(1)
microarray data
(1)
fmri data
(1)
chain graph
(1)
graphical gaussian model
(1)
differential coexpression
(1)
path weight
(1)
marginal correlation
(1)
regulatory network
(1)
brain network
(1)
Papers
Exploration of the Search Space of Gaussian Graphical Models for Paired Data
JMLR 2024
Model inclusion lattice of coloured Gaussian graphical models for paired data
PGM 2022
Differential networking with path weights in Gaussian trees
PGM 2018
A Graphical Representation of Equivalence Classes of AMP Chain Graphs
JMLR 2006
A Robust Procedure For Gaussian Graphical Model Search From Microarray Data With p Larger Than n
JMLR 2006