Antonio Canale

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 11

Top Topics

Finite Mixtures

Density Estimation

Top Venues

J. Comput. Graph. Stat.

Comput. Stat. Data Anal.

Publications

Mauro Bernardi, Antonio Canale, Marco Stefanucci
Locally Sparse Function-on-Function Regression. J. Comput. Graph. Stat. 32 (3) (2023)
Laura D'angelo, Antonio Canale
Efficient Posterior Sampling for Bayesian Poisson Regression. J. Comput. Graph. Stat. 32 (3) (2023)
Noirrit Kiran Chandra, Antonio Canale, David B. Dunson
Escaping The Curse of Dimensionality in Bayesian Model-Based Clustering. J. Mach. Learn. Res. 24 (2023)
Antonio Canale, Riccardo Corradin, Bernardo Nipoti
Importance conditional sampling for Pitman-Yor mixtures. Stat. Comput. 32 (3) (2022)
Riccardo Corradin, Antonio Canale, Bernardo Nipoti
BNPmix: An R Package for Bayesian Nonparametric Modeling via Pitman-Yor Mixtures. J. Stat. Softw. 100 (15) (2021)
Marco Stefanucci, Antonio Canale
Multiscale stick-breaking mixture models. Stat. Comput. 31 (2) (2021)
Andrés F. Barrientos, Antonio Canale
A Bayesian goodness-of-fit test for regression. Comput. Stat. Data Anal. 155 (2021)
Jacopo Rossini, Antonio Canale
Quantifying prediction uncertainty for functional-and-scalar to functional autoregressive models under shape constraints. J. Multivar. Anal. 170 (2019)
Christian Carmona, Luis Nieto-Barajas, Antonio Canale
Model-based approach for household clustering with mixed scale variables. Adv. Data Anal. Classif. 13 (2) (2019)
Ye Wang, Antonio Canale, David B. Dunson
Scalable geometric density estimation. AISTATS (2016)
Luisa Bisaglia, Antonio Canale
Bayesian nonparametric forecasting for INAR models. Comput. Stat. Data Anal. 100 (2016)