Следене
Giacomo Zanella
Заглавие
Позовавания
Позовавания
Година
Informed proposals for local MCMC in discrete spaces
G Zanella
Journal of the American Statistical Association 115 (530), 852-865, 2020
622020
Flexible models for microclustering with application to entity resolution
G Zanella, B Betancourt, H Wallach, J Miller, A Zaidi, RC Steorts
Proceedings of the 30th International Conference on Neural Information …, 2016
40*2016
Scalable importance tempering and Bayesian variable selection
G Zanella, G Roberts
Journal of the Royal Statistical Society: Series B (Methodological) 81 (3 …, 2019
242019
The Barker proposal: combining robustness and efficiency in gradient-based MCMC
S Livingstone, G Zanella
Journal of the Royal Statistical Society: Series B (Methodological), 2022
21*2022
Scalable inference for crossed random effects models
O Papaspiliopoulos, GO Roberts, G Zanella
Biometrika 107 (1), 25-40, 2020
162020
Random partition models for microclustering tasks
B Betancourt, G Zanella, RC Steorts
Journal of the American Statistical Association, 1-13, 2020
112020
Scalable and accurate variational Bayes for high-dimensional binary regression models
A Fasano, D Durante, G Zanella
arXiv preprint arXiv:1911.06743, 2019
112019
A Dirichlet form approach to MCMC optimal scaling
G Zanella, M Bédard, WS Kendall
Stochastic Processes and their Applications 127 (12), 4053-4082, 2017
102017
Random partition models and complementary clustering of Anglo-Saxon place-names
G Zanella
The Annals of Applied Statistics 9 (4), 1792-1822, 2015
62015
Multilevel linear models, Gibbs samplers and multigrid decompositions
G Zanella, G Roberts
Bayesian Analysis, 2021
52021
Analysis of the Gibbs Sampler for Gaussian hierarchical models via multigrid decomposition
G Zanella, GO Roberts
arXiv preprint arXiv:1703.06098, 2017
52017
A note on MCMC for nested multilevel regression models via belief propagation
O Papaspiliopoulos, G Zanella
arXiv preprint arXiv:1704.06064, 2017
42017
Unbiased approximations of products of expectations
A Lee, S Tiberi, G Zanella
Biometrika 106 (3), 708-715, 2019
32019
Role of preoperative serum creatinine and estimated glomerular filtration rate values in asymptomatic patients undergoing carotid endarterectomy.
D Bissacco, V Catanese, A Fossati, S Salvati, G Zanella, M Carmo, ...
The Journal of Cardiovascular Surgery 59 (3), 412-418, 2015
32015
Branching-stable point processes
G Zanella, S Zuyev
Electronic Journal of Probability 20, 1-26, 2015
32015
Optimal design of the Barker proposal and other locally-balanced Metropolis-Hastings algorithms
J Vogrinc, S Livingstone, G Zanella
arXiv preprint arXiv:2201.01123, 2022
22022
A fresh Take on ‘Barker Dynamics’ for MCMC
M Hird, S Livingstone, G Zanella
International Conference on Monte Carlo and Quasi-Monte Carlo Methods in …, 2022
22022
Scalable computation for Bayesian hierarchical models
O Papaspiliopoulos, T Stumpf-Fétizon, G Zanella
arXiv preprint arXiv:2103.10875, 2021
22021
Bayesian complementary clustering, MCMC and Anglo-Saxon placenames
G Zanella
arXiv preprint arXiv:1409.6994, 2014
12014
Bayesian conjugacy in probit, tobit, multinomial probit and extensions: A review and new results
N Anceschi, A Fasano, D Durante, G Zanella
arXiv preprint arXiv:2206.08118, 2022
2022
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