Scalable and accurate variational Bayes for high-dimensional binary regression models A Fasano, D Durante, G Zanella Biometrika 109 (4), 901-919, 2022 | 31 | 2022 |
A class of conjugate priors for multinomial probit models which includes the multivariate normal one A Fasano, D Durante Journal of Machine Learning Research 23 (30), 1-16, 2022 | 29 | 2022 |
A closed-form filter for binary time series A Fasano, G Rebaudo, D Durante, S Petrone Statistics and Computing 31 (47), 1-20, 2021 | 20 | 2021 |
Bayesian conjugacy in probit, tobit, multinomial probit and extensions: a review and new results N Anceschi, A Fasano, D Durante, G Zanella Journal of the American Statistical Association 118 (542), 1451-1469, 2023 | 15 | 2023 |
Host selection and forage ratio in West Nile virus–transmitting Culex mosquitoes: Challenges and knowledge gaps N Riccetti, A Fasano, F Ferraccioli, J Gomez-Ramirez, ... PLOS Neglected Tropical Diseases 16 (10), 2022 | 7 | 2022 |
An epidemiological model for mosquito host selection and temperature-dependent transmission of West Nile virus A Fasano, N Riccetti, A Angelou, J Gomez-Ramirez, F Ferraccioli, ... Scientific Reports 12, 2022 | 6 | 2022 |
Effects of climatic and environmental factors on mosquito population inferred from West Nile virus surveillance in Greece F Ferraccioli, N Riccetti, A Fasano, S Mourelatos, I Kioutsioukis, ... Scientific Reports 13 (1), 18803, 2023 | 5 | 2023 |
Demographic characteristics associated with West Nile virus neuroinvasive disease–A retrospective study on the wider European area 2006–2021 N Riccetti, F Ferraccioli, A Fasano, NI Stilianakis PLOS ONE 18 (9), e0292187, 2023 | 4 | 2023 |
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 | 4 | 2023 |
Variational Inference for the Smoothing Distribution in Dynamic Probit Models A Fasano, G Rebaudo Book of short papers - SIS 2021, 1076-1081, 2021 | 4 | 2021 |
Bayesian Inference for the Multinomial Probit Model under Gaussian Prior Distribution A Fasano, G Rebaudo, N Anceschi Book of short papers - SIS 2022, 871-876, 2022 | 1 | 2022 |
Scalable expectation propagation for generalized linear models N Anceschi, A Fasano, B Franzolini, G Rebaudo arXiv preprint arXiv:2407.02128, 2024 | | 2024 |
M. Catalano, A. Fasano, M. Giordano, and G. Rebaudo’s contribution to the Discussion of ‘Root and community inference on the latent growth process of a network’by Crane and Xu M Catalano, A Fasano, M Giordano, G Rebaudo JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B STATISTICAL METHODOLOGY, 1-2, 2024 | | 2024 |
Marta Catalano, Augusto Fasano, and Giovanni Rebaudo’s contribution to the discussion of ‘Martingale posterior distributions’ by Fong, Holmes and Walker M Catalano, A Fasano, G Rebaudo Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2023 | | 2023 |
Efficient computation of predictive probabilities in probit models via expectation propagation A Fasano, N Anceschi, B Franzolini, G Rebaudo arXiv preprint arXiv:2309.01630, 2023 | | 2023 |
Contributed discussion to" Giordano, R., Liu, R., Jordan, MI, Broderick, T. Evaluating Sensitivity to the Stick-Breaking Prior in Bayesian Nonparametrics (with Discussion … G Rebaudo, A Fasano, B Franzolini, M Peter Bayesian Analysis 18 (1), 287-366, 2023 | | 2023 |
Bayesian forecasting of multivariate longitudinal zero-inflated counts: an application to civil conflict B Franzolini, L Bondi, A Fasano, G Rebaudo Book of Short Papers-CLADAG 2023, 465-468, 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 |
Expectation propagation for the smoothing distribution in dynamic probit N Anceschi, A Fasano, G Rebaudo International Conference on Bayesian Statistics in Action, 105-115, 2022 | | 2022 |
Advances in Bayesian Inference for Binary and Categorical Data A Fasano Università Bocconi, 2021 | | 2021 |