Giorgio Corani
12 papers · 2008–2024 · 6 venues · across top CS/AI venues
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Research topics
Machine Learning
(9)
Optimization & Theory
(7)
Artificial Intelligence
(6)
Bayesian & Probabilistic Β· Artificial Intelligence
(6)
Core Methods
(4)
Learning Types
(4)
Bayesian & Probabilistic Β· Machine Learning
(3)
Data Science & Analytics
(1)
Mathematics & Optimization
(1)
Learning Paradigms
(1)
Mathematics
(1)
Methods
(1)
Keywords
bayesian network
(3)
structure learning
(3)
bayesian inference
(2)
score function
(2)
statistical testing
(2)
graphical model
(2)
dirichlet process
(2)
set-valued classification
(2)
imprecise probability
(2)
model evaluation
(1)
statistical evaluation
(1)
hierarchical model
(1)
variational approximation
(1)
bayesian analysis
(1)
bayesian nonparametrics
(1)
incomplete data
(1)
network structure learning
(1)
probabilistic forecasting
(1)
hypothesis testing
(1)
hierarchical bayesian
(1)
Papers
Probabilistic reconciliation of mixed-type hierarchical time series
UAI 2024
Structure Learning from Related Data Sets with a Hierarchical Bayesian Score
PGM 2020
Time for a Change: a Tutorial for Comparing Multiple Classifiers Through Bayesian Analysis
JMLR 2017
Learning Treewidth-Bounded Bayesian Networks with Thousands of Variables
NeurIPS 2016
Proceedings of the Eighth International Conference on Probabilistic Graphical Models
PGM 2016
Should We Really Use Post-Hoc Tests Based on Mean-Ranks?
JMLR 2016
A Bayesian nonparametric procedure for comparing algorithms
ICML 2015
Learning Bayesian Networks with Thousands of Variables
NeurIPS 2015
A Bayesian Wilcoxon signed-rank test based on the Dirichlet process
ICML 2014
An Ensemble of Bayesian Networks for Multilabel Classification
IJCAI 2013
JNCC2: The Java Implementation Of Naive Credal Classifier 2
JMLR 2008
Learning Reliable Classifiers From Small or Incomplete Data Sets: The Naive Credal Classifier 2
JMLR 2008