Talks and Presentations

Invited

• Romanò G., Castiglione C., Durante D. (2025).
  Dependent stochastic block models for age-indexed sequences of directed causes-of-death networks.
  The sixth meeting of the Multi-Cause Network, Barcelona, Spain, 16 – 17 October.

• Romanò G., Castiglione C., Durante D. (2025).
  Dependent stochastic block models for age-indexed sequences of directed causes-of-death networks.
  Climbing Mortality Models II [final workshop of CARONTE], Misurina, Italy, 27 – 29 August.

• Castiglione C., Romanò G. (2025).
  Age-Dependent Analysis of Mortality Patterns in Italy: A Network Perspective via Dynamic Stochastic Block Models.
  SIS 2025. Statistics for Innovation, Genova, Italy, 16 – 18 June.

• Castiglione C., Romanò G., Durante D. (2024).
  Dynamic stochastic block models with application to causes of death networks.
  18th International Joint Conference CFE-CMStatistics 2024, London, UK, 14 – 16 December.

• Castiglione C., Arnone E., Bernardi M., Farcomeni A., Sangalli L. M. (2024).
  A flexible framework for spatial quantile regression via PDE regularization.
  International Symposium on Nonparametric Statistics (ISNPS 2024), Braga, Portugal, 25 – 29 July.

• Castiglione C. Bernardi, M. (2022).
  Approximate general Bayesian inference via semiparametric variational Bayes.
  24th Conference on Computational Statistics (COMPSTAT 2022), Bologna, Italy, 23 – 26 August.

Contributed

• Castiglione C. (2022).
  Approximate belief updating via semiparametric variational Bayes.
  Statistical Methods and Models for Complex Data 2022, Padova, Italy, 21 – 21 September.

• Castiglione C., Bernardi M. (2022).
  Approximate general Bayesian inference via semiparametric variational Bayes.
  2022 World Meeting of the International Society for Bayesian Analysis (ISBA 2022), Montreal, Canada, 26 June – 1 July.

• Castiglione C., Bernardi M. (2022).
  Sparse signal extraction via Variational SVM.
  51th Scientific Meeting of the Italian Statisrtical Society (SIS 2022), Caserta, Italy, 22 – 24 June.

• Castiglione C. (2021).
  Approximate variational inference based on data augmentation methods.
  14th International Conference of the ERCIM WG on Computational and Methodological Statistics (CMStatistics 2021), London, UK, 18 – 20 December.

• Castiglione C., Bernardi M. (2022).
  Semiparametric variational inference for Bayesian quantile regression.
  50th Scientific Meeting of the Italian Statisrtical Society (SIS 2021), Cagliari, Italy, 22 – 24 June.

Poster

• Castiglione, C., Bianco, N. (2024).
  Improving Bayesian semiparametric regression via increasing shrinkage priors.
  2024 World Meeting of the International Society for Bayesian Analysis (ISBA 2024), Venice, Italy, 1 – 7 July.

• Castiglione, C., Bianco, N. (2023).
  Increasing shrinkage in Bayesian nonparametric regression for differential expression analysis.
  2023 IMS International Conference on Statistics and Data Science (ICSDS 2023), Lisbon, Portugal, 11 – 14 November.

• Castiglione C., Arnone E., Bernardi M., Farcomeni A., Sangalli L. M. (2023).
  Penalized quantile regression for spatially distributed data.
  Biennial conference of the Italian research group for Environmental Statistics (GRASPA 2023), Palermo, Italy, 10 – 11 July.

• Castiglione C., Bernardi M. (2023).
  Approximate belief updating via semiparametric variational Bayes.
  Greek stochastics ν′, Contemporary Bayesian Inference, Naxos, Greece, 7 – 10 July.

• Castiglione C., Bernardi M. (2022).
  Probabilistic load forecasting via dynamic quantile regression.
  36th International Workshop on Statistical Modelling (IWSM 2022), Trieste, Italy, 18 – 22 July.

• Castiglione C., Bernardi M. (2021).
  Variational inference for non-crossing quantile regression.
  2021 World Meeting of the International Society for Bayesian Analysis (ISBA 2021), Online, 28 June – 02 July.