Követés
Beatrice Franzolini
Beatrice Franzolini
Bocconi University
E-mail megerősítve itt: pm.me - Kezdőlap
Cím
Hivatkozott rá
Hivatkozott rá
Év
Bayesian clustering of multiple zero-inflated outcomes
B Franzolini, A Cremaschi, W van den Boom, M De Iorio
Philosophical Transactions of the Royal Society A 381 (2247), 20220145, 2023
62023
Model Selection for Maternal Hypertensive Disorders with Symmetric Hierarchical Dirichlet Processes
B Franzolini, A Lijoi, I Prünster
The Annals of Applied Statistics 17 (1), 313-332, 2023
42023
Efficient expectation propagation for posterior approximation in high-dimensional probit models
A Fasano, N Anceschi, B Franzolini, G Rebaudo
arXiv preprint arXiv:2309.01619, 2023
32023
Conditional partial exchangeability: a probabilistic framework for multi-view clustering
B Franzolini, M De Iorio, J Eriksson
arXiv preprint arXiv:2307.01152, 2023
22023
Multivariate species sampling processes
B Franzolini, A Lijoi, I Prünster, G Rebaudo
Working Paper, 2021
22021
On dependent processes in Bayesian nonparametrics: theory, methods, and applications
B Franzolini
PhD thesis - Bocconi University, 2022
12022
On the dependence structure in Bayesian nonparametric priors
F Ascolani, B Franzolini, A Lijoi, I Prünster
In Book of Short Papers of the Italian Statistical Society 2021, 1219-1225, 2021
12021
Change point detection in dynamic Gaussian graphical models: the impact of COVID-19 pandemic on the US stock market
B Franzolini, A Beskos, M De Iorio, W Poklewski Koziell, Grzeszkiewicz, ...
The Annals of Applied Statistics 18 (1), 555-584, 2024
2024
Nonparametric priors with full-range borrowing of information
F Ascolani, B Franzolini, A Lijoi, I Prünster
arXiv preprint arXiv:2310.00617, 2023
2023
Entropy regularization in probabilistic clustering
B Franzolini, G Rebaudo
Statistical Methods & Applications, 1-24, 2023
2023
Bayesian forecasting of multivariate longitudinal zero-inflated counts: an application to civil conflict
B Franzolini, L Bondi, A Fasano, G Rebaudo
In Book of Short Papers CLADAG 2023, 2023
2023
A discussion on:“Evaluating sensitivity to the stick-breaking prior in Bayesian nonparametrics” by Giordano, R., Liu, R., Jordan MI and Broderick T.
G Rebaudo, A Fasano, B Franzolini, P Müller
BAYESIAN ANALYSIS 18 (1), 345-347, 2023
2023
A regularized-entropy estimator to enhance cluster interpretability in Bayesian nonparametrics
B Franzolini, G Rebaudo
In Book of Short Papers of the Italian Statistical Society 2022, 387-398, 2022
2022
Testing multiple differences via symmetric hierarchical Dirichlet processes
B Franzolini
Efficient Computation Of Predictive Probabilities In Probit Models Via Expectation Propagation
A Fasano, N Anceschi, B Franzolini, G Rebaudo
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Cikkek 1–15