FASANO, AUGUSTO
FASANO, AUGUSTO
Dipartimento di Scienze delle Decisioni
A class of conjugate priors for multinomial probit models which includes the multivariate normal one
2022 Fasano, Augusto; Durante, Daniele
A closed-form filter for binary time series
2021 Fasano, Augusto; Rebaudo, Giovanni; Durante, Daniele; Petrone, Sonia
Advances in Bayesian Inference for Binary and Categorical Data
2021 Fasano, Augusto
Advances in Bayesian Inference for Binary and Categorical Data
2021 Fasano, Augusto
Bayesian conjugacy in probit, tobit, multinomial probit and extensions: a review and new results
2023 Anceschi, Niccolo'; Fasano, Augusto; Durante, Daniele; Zanella, Giacomo
Bayesian forecasting of multivariate longitudinal zero-inflated counts: an application to civil conflict
2023 Franzolini, Beatrice; Bondi, Laura; Fasano, Augusto; Rebaudo, Giovanni
Contributed discussion to "Giordano, R., Liu, R., Jordan, M.I., Broderick, T. Evaluating Sensitivity to the Stick-Breaking Prior in Bayesian Nonparametrics (with Discussion). Bayesian Analysis. 2023;18(1):287"
2023 Rebaudo, Giovanni; Fasano, Augusto; Franzolini, Beatrice; Müller, Peter
Efficient computation of predictive probabilities in probit models via expectation propagation
2023 Fasano, Augusto; Anceschi, Niccolo; Franzolini, Beatrice; Rebaudo, Giovanni
Efficient expectation propagation for posterior approximation in high-dimensional probit models
2023 Fasano, Augusto; Anceschi, Niccolo; Franzolini, Beatrice; Rebaudo, Giovanni
Scalable and accurate variational Bayes for high-dimensional binary regression models
2022 Fasano, Augusto; Durante, Daniele; Zanella, Giacomo