Daniele Durante
Daniele Durante
Assistant Professor, Department of Decision Sciences, Bocconi University
Verified email at unibocconi.it - Homepage
TitleCited byYear
Nonparametric Bayes modeling of populations of networks
D Durante, DB Dunson, JT Vogelstein
Journal of the American Statistical Association 112 (520), 1516-1530, 2017
662017
Nonparametric Bayes dynamic modeling of relational data
D Durante, DB Dunson
Biometrika 101 (4), 883-898, 2014
622014
Bayesian inference and testing of group differences in brain networks
D Durante, DB Dunson
Bayesian Analysis 13 (1), 29-58, 2018
392018
Locally adaptive dynamic networks
D Durante, DB Dunson
Annals of Applied Statistics 10 (4), 2203-2232, 2016
192016
Bayesian dynamic financial networks with time-varying predictors
D Durante, DB Dunson
Statistics & Probability Letters 93, 19-26, 2014
172014
Locally adaptive factor processes for multivariate time series
D Durante, B Scarpa, DB Dunson
Journal of Machine Learning Research 15, 1493-1522, 2014
162014
A note on the multiplicative gamma process
D Durante
Statistics & Probability Letters 122, 198-204, 2017
112017
Bayesian logistic Gaussian process models for dynamic networks
D Durante, D Dunson
Journal of Machine Learning Research Workshops & Proceedings 33, 194-201, 2014
102014
Bayesian learning of dynamic multilayer networks
D Durante, N Mukherjee, RC Steorts
Journal of Machine Learning Research 18, 1-29, 2017
92017
Bayesian network–response regression
L Wang, D Durante, RE Jung, DB Dunson
Bioinformatics 33 (12), 1859-1866, 2017
72017
Bayesian modelling of networks in complex business intelligence problems
D Durante, S Paganin, B Scarpa, DB Dunson
Journal of the Royal Statistical Society (Series C) 66 (3), 555-580, 2017
72017
Tractable Bayesian density regression via logit stick-breaking priors
T Rigon, D Durante
arXiv preprint arXiv:1701.02969, 2017
5*2017
Bayesian semiparametric modelling of contraceptive behavior in India via sequential logistic regressions
T Rigon, D Durante, N Torelli
Journal of the Royal Statistical Society (Series A) 182 (1), 225-247, 2019
2*2019
Connecting statistical brains
A Canale, D Durante, L Paci, B Scarpa
Significance 15 (1), 38-40, 2018
22018
Convex mixture regression for quantitative risk assessment
A Canale, D Durante, D Dunson
Biometrics 74 (4), 1331-1340, 2018
22018
A nested expectation–maximization algorithm for latent class models with covariates
D Durante, A Canale, T Rigon
Statistics & Probability Letters 146, 97-103, 2019
12019
Bayesian cumulative shrinkage for infinite factorizations
S Legramanti, D Durante, DB Dunson
arXiv preprint arXiv:1902.04349, 2019
12019
Conjugate Bayes for probit regression via unified skew-normal distributions
D Durante
Biometrika 106 (4), 765-779, 2019
12019
Conditionally conjugate mean-field variational Bayes for logistic models
D Durante, T Rigon
Statistical Science 34 (3), 472-485, 2019
12019
Bayesian inference on group differences in multivariate categorical data
M Russo, D Durante, B Scarpa
Computational Statistics & Data Analysis 126, 136-149, 2018
12018
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