Publications

Peer-reviewed journal articles

Barile, F., Lunagómez, S., & Nipoti, B. (2025).
Bayesian Nonparametric Modeling of Heterogeneous Populations of Networks.
Bayesian Analysis. Advance Publication. DOI · Code

Conference Proceedings

Barile, F., Lunagómez, S., & Nipoti, B. (2025).
Clustering Multiple Network Data with an Application to the EU Food Trade Market.
In A. Pollice & P. Mariani (Eds.), Methodological and Applied Statistics and Demography II: SIS 2024, Short Papers, Solicited Sessions, pp. 68–72. Springer. DOI

Barile, F., Dallari, S., Pacifici, C., & Grün, B. (2025).
Assessing Neuron Response to External Stimuli with a Data-Driven Procedure for Spike Train Extraction and GAMLSS Regressions.
In A. Canale, A. Luati, S. Mazzuco, R. Piccarreta, N. Sartori, P. Secchi (Eds.), Advances in Neural Data Science, pp. 35–55. Springer. DOI

Manuscripts Under Review

Barile, F. & Nemeth, C. (2024).
Control Variate-based Stochastic Sampling from the Probability Simplex. arXiv · Code

Barile, F., Capozio, S. & Nipoti, B. (2026).
Efficient Bayesian Inference for Multiple Network Data. arXiv · Code