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Giacomo Zanella
Title
Cited by
Cited by
Year
Informed proposals for local MCMC in discrete spaces
G Zanella
Journal of the American Statistical Association, 2019
1242019
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
50*2016
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
45*2022
Scalable importance tempering and Bayesian variable selection
G Zanella, G Roberts
Journal of the Royal Statistical Society: Series B (Methodological) 81 (3 …, 2019
382019
Scalable and accurate variational Bayes for high-dimensional binary regression models
A Fasano, D Durante, G Zanella
Biometrika 109 (4), 901-919, 2022
322022
Scalable inference for crossed random effects models
O Papaspiliopoulos, GO Roberts, G Zanella
Biometrika 107 (1), 25-40, 2020
312020
Random partition models for microclustering tasks
B Betancourt, G Zanella, RC Steorts
Journal of the American Statistical Association 117 (539), 1215-1227, 2022
262022
Clustering consistency with Dirichlet process mixtures
F Ascolani, A Lijoi, G Rebaudo, G Zanella
Biometrika 110 (2), 551-558, 2023
232023
Multilevel linear models, Gibbs samplers and multigrid decompositions
G Zanella, G Roberts
Bayesian Analysis, 2021
18*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
122023
A Dirichlet form approach to MCMC optimal scaling
G Zanella, M Bédard, WS Kendall
Stochastic Processes and their Applications 127 (12), 4053-4082, 2017
122017
Optimal design of the Barker proposal and other locally balanced Metropolis–Hastings algorithms
J Vogrinc, S Livingstone, G Zanella
Biometrika 110 (3), 579-595, 2023
82023
Scalable computation for Bayesian hierarchical models
O Papaspiliopoulos, T Stumpf-Fétizon, G Zanella
arXiv preprint arXiv:2103.10875, 2021
72021
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 …, 2020
62020
Random partition models and complementary clustering of Anglo-Saxon place-names
G Zanella
62015
A note on MCMC for nested multilevel regression models via belief propagation
O Papaspiliopoulos, G Zanella
arXiv preprint arXiv:1704.06064, 2017
52017
Branching-stable point processes
G Zanella, S Zuyev
52015
Unbiased approximations of products of expectations
A Lee, S Tiberi, G Zanella
Biometrika 106 (3), 708-715, 2019
42019
Robust leave-one-out cross-validation for high-dimensional Bayesian models
LA Silva, G Zanella
Journal of the American Statistical Association, 1-13, 2023
32023
Complexity of Gibbs samplers through Bayesian asymptotics
F Ascolani, G Zanella
arXiv preprint arXiv:2304.06993, 2023
32023
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Articles 1–20