Augusto Fasano

Augusto Fasano

Università degli Studi di Torino

H-index: 6

Europe-Italy

About Augusto Fasano

Augusto Fasano, With an exceptional h-index of 6 and a recent h-index of 6 (since 2020), a distinguished researcher at Università degli Studi di Torino, specializes in the field of Bayesian statistics, Variational inference, Time series, Epidemiology.

His recent articles reflect a diverse array of research interests and contributions to the field:

Efficient computation of predictive probabilities in probit models via expectation propagation

Bayesian conjugacy in probit, tobit, multinomial probit and extensions: a review and new results

Effects of climatic and environmental factors on mosquito population inferred from West Nile virus surveillance in Greece

Contributed discussion to" Giordano, R., Liu, R., Jordan, MI, Broderick, T. Evaluating Sensitivity to the Stick-Breaking Prior in Bayesian Nonparametrics (with Discussion …

Marta Catalano, Augusto Fasano, and Giovanni Rebaudo’s contribution to the discussion of ‘Martingale posterior distributions’ by Fong, Holmes and Walker

Bayesian forecasting of multivariate longitudinal zero-inflated counts: an application to civil conflict

Demographic characteristics associated with West Nile virus neuroinvasive disease–A retrospective study on the wider European area 2006–2021

A discussion on:“Evaluating sensitivity to the stick-breaking prior in Bayesian nonparametrics” by Giordano, R., Liu, R., Jordan MI and Broderick T.

Augusto Fasano Information

University

Position

Postdoctoral researcher

Citations(all)

106

Citations(since 2020)

106

Cited By

12

hIndex(all)

6

hIndex(since 2020)

6

i10Index(all)

4

i10Index(since 2020)

4

Email

University Profile Page

Università degli Studi di Torino

Google Scholar

View Google Scholar Profile

Augusto Fasano Skills & Research Interests

Bayesian statistics

Variational inference

Time series

Epidemiology

Top articles of Augusto Fasano

Title

Journal

Author(s)

Publication Date

Efficient computation of predictive probabilities in probit models via expectation propagation

arXiv preprint arXiv:2309.01630

Augusto Fasano

Niccolo Anceschi

Beatrice Franzolini

Giovanni Rebaudo

2023/9/4

Bayesian conjugacy in probit, tobit, multinomial probit and extensions: a review and new results

Niccolò Anceschi

Augusto Fasano

Daniele Durante

Giacomo Zanella

2023/4/3

Effects of climatic and environmental factors on mosquito population inferred from West Nile virus surveillance in Greece

Scientific Reports

Federico Ferraccioli

Nicola Riccetti

Augusto Fasano

Spiros Mourelatos

Ioannis Kioutsioukis

...

2023/11/1

Contributed discussion to" Giordano, R., Liu, R., Jordan, MI, Broderick, T. Evaluating Sensitivity to the Stick-Breaking Prior in Bayesian Nonparametrics (with Discussion …

Bayesian Analysis

Giovanni Rebaudo

Augusto Fasano

Beatrice Franzolini

Müller Peter

2023

Marta Catalano, Augusto Fasano, and Giovanni Rebaudo’s contribution to the discussion of ‘Martingale posterior distributions’ by Fong, Holmes and Walker

Journal of the Royal Statistical Society Series B: Statistical Methodology

Marta Catalano

Augusto Fasano

Giovanni Rebaudo

2023/11

Bayesian forecasting of multivariate longitudinal zero-inflated counts: an application to civil conflict

Beatrice Franzolini

Laura Bondi

Augusto Fasano

Giovanni Rebaudo

2023

Demographic characteristics associated with West Nile virus neuroinvasive disease–A retrospective study on the wider European area 2006–2021

Plos one

Nicola Riccetti

Federico Ferraccioli

Augusto Fasano

Nikolaos I Stilianakis

2023/9/28

A discussion on:“Evaluating sensitivity to the stick-breaking prior in Bayesian nonparametrics” by Giordano, R., Liu, R., Jordan MI and Broderick T.

Bayesian Analysis

Giovanni Rebaudo

Augusto Fasano

Beatrice Franzolini

Peter Müller

2023

Efficient expectation propagation for posterior approximation in high-dimensional probit models

arXiv preprint arXiv:2309.01619

Augusto Fasano

Niccolò Anceschi

Beatrice Franzolini

Giovanni Rebaudo

2023/9/4

An epidemiological model for mosquito host selection and temperature-dependent transmission of West Nile virus

Scientific reports

Augusto Fasano

Nicola Riccetti

Anastasia Angelou

Jaime Gomez-Ramirez

Federico Ferraccioli

...

2022/11/19

Host selection and forage ratio in West Nile virus–transmitting Culex mosquitoes: Challenges and knowledge gaps

Nicola Riccetti

Augusto Fasano

Federico Ferraccioli

Jaime Gomez-Ramirez

Nikolaos I Stilianakis

2022/10/27

Expectation propagation for the smoothing distribution in dynamic probit

Niccoló Anceschi

Augusto Fasano

Giovanni Rebaudo

2022/6/22

Bayesian Inference for the Multinomial Probit Model under Gaussian Prior Distribution

Augusto Fasano

Giovanni Rebaudo

Niccolò Anceschi

2022/6/1

A class of conjugate priors for multinomial probit models which includes the multivariate normal one

Journal of Machine Learning Research

Augusto Fasano

Daniele Durante

2022

Scalable and accurate variational Bayes for high-dimensional binary regression models

Biometrika

Augusto Fasano

Daniele Durante

Giacomo Zanella

2022/12/1

A closed-form filter for binary time series

Statistics and Computing

Augusto Fasano

Giovanni Rebaudo

Daniele Durante

Sonia Petrone

2021/7

Variational Inference for the Smoothing Distribution in Dynamic Probit Models

Augusto Fasano

Giovanni Rebaudo

2021/4/15

Advances in Bayesian Inference for Binary and Categorical Data

Augusto Fasano

2021/2/1

See List of Professors in Augusto Fasano University(Università degli Studi di Torino)

Co-Authors

H-index: 17
Daniele Durante

Daniele Durante

Università Commerciale Luigi Bocconi

H-index: 10
Giacomo Zanella

Giacomo Zanella

Università Commerciale Luigi Bocconi

H-index: 5
Federico Ferraccioli

Federico Ferraccioli

Università degli Studi di Padova

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