Daniele Durante
5 papers · 2013–2022 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (9) π£ Hot Topic Early Bird
π
Cross-Pollinator
(15)
πΊοΈ
Taxonomy Completionist
(12)
Conferences
JMLR (3)
AISTATS (1)
NIPS (1)
Top co-authors
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
NIPS 2013