Daniele Durante
5 papers · 2013–2022 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (14) π£ Hot Topic Early Bird
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Research topics
Machine Learning
(5)
Bayesian & Probabilistic Β· Machine Learning
(4)
Optimization & Theory
(4)
Data Science & Analytics
(3)
Methods
(3)
Artificial Intelligence
(2)
Mathematics & Optimization
(2)
Bayesian & Probabilistic Β· Artificial Intelligence
(2)
Core Methods
(1)
Mathematics
(1)
Probability
(1)
Keywords
gaussian process
(4)
bayesian inference
(3)
bayesian nonparametric model
(2)
multivariate time series
(2)
covariance estimation
(2)
markov chain monte carlo
(2)
network analysis
(2)
bayesian nonparametrics
(2)
posterior inference
(2)
gaussian process prior
(1)
locally adaptive
(1)
bayesian multivariate time series
(1)
locally adaptive smoothness
(1)
latent space
(1)
latent space representation
(1)
multilayer network
(1)
dynamic network
(1)
latent space model
(1)
multinomial probit
(1)
factor process
(1)
Papers
A Class of Conjugate Priors for Multinomial Probit Models which Includes the Multivariate Normal One
JMLR 2022
Bayesian Learning of Dynamic Multilayer Networks
JMLR 2017
Bayesian Logistic Gaussian Process Models for Dynamic Networks
AISTATS 2014
Locally Adaptive Factor Processes for Multivariate Time Series
JMLR 2014
Locally Adaptive Bayesian Multivariate Time Series
NeurIPS 2013