Giacomo Zanella
Università Commerciale Luigi Bocconi
H-index: 10
Europe-Italy
Top articles of Giacomo Zanella
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Robust Approximate Sampling via Stochastic Gradient Barker Dynamics | Lorenzo Mauri Giacomo Zanella | 2024/4/18 | |
Scalability of Metropolis-within-Gibbs schemes for high-dimensional Bayesian models | arXiv preprint arXiv:2403.09416 | Filippo Ascolani Gareth O Roberts Giacomo Zanella | 2024/3/14 |
Clustering consistency with Dirichlet process mixtures | Biometrika | Filippo Ascolani Antonio Lijoi Giovanni Rebaudo Giacomo Zanella | 2023/6/1 |
Complexity of Gibbs samplers through Bayesian asymptotics | arXiv preprint arXiv:2304.06993 | Filippo Ascolani Giacomo Zanella | 2023/4/14 |
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 | |
Partially factorized variational inference for high-dimensional mixed models | arXiv preprint arXiv:2312.13148 | Max Goplerud Omiros Papaspiliopoulos Giacomo Zanella | 2023/12/20 |
Scalable Bayesian computation for crossed and nested hierarchical models | Electronic Journal of Statistics | Omiros Papaspiliopoulos Timothée Stumpf-Fétizon Giacomo Zanella | 2023 |
Robust leave-one-out cross-validation for high-dimensional Bayesian models | Journal of the American Statistical Association | Luca Alessandro Silva Giacomo Zanella | 2023/11/8 |
Improving multiple-try Metropolis with local balancing | Journal of Machine Learning Research | Philippe Gagnon Florian Maire Giacomo Zanella | 2023 |
Optimal design of the Barker proposal and other locally balanced Metropolis–Hastings algorithms | Biometrika | Jure Vogrinc Samuel Livingstone Giacomo Zanella | 2023/9/1 |
Random partition models for microclustering tasks | Journal of the American Statistical Association | Brenda Betancourt Giacomo Zanella Rebecca C Steorts | 2022/9/14 |
The Barker proposal: combining robustness and efficiency in gradient-based MCMC | Journal of the Royal Statistical Society: Series B (Methodological) | Samuel Livingstone Giacomo Zanella | 2022/1/11 |
Scalable and accurate variational Bayes for high-dimensional binary regression models | Biometrika | Augusto Fasano Daniele Durante Giacomo Zanella | 2022/12/1 |
Multilevel linear models, Gibbs samplers and multigrid decompositions | Bayesian Analysis | Giacomo Zanella Gareth Roberts | 2021 |
A fresh take on ‘Barker dynamics’ for MCMC | Max Hird Samuel Livingstone Giacomo Zanella | 2020/8/10 | |
Scalable inference for crossed random effects models | Biometrika | Omiros Papaspiliopoulos Gareth O Roberts Giacomo Zanella | 2020/3/1 |
Co-Authors
