Welcome to my web page!
I am an Assistant Professor (RtdA) of Statistical Science at the Department of Economics, Social Studies, Applied Mathematics and Statistics (ESOMAS) of the University of Turin.
I am also a Research Affiliate at Collegio Carlo Alberto as part of the “de Castro” Statistics Initiative, a Research Affiliate at the Bayes Lab at the Bocconi Institute for Data Science and Analytics (BIDSA) and a member of the Complex Data Modeling Research Network led by MiDas.
Previously, I was a postdoctoral researcher in Statistics at the Department of Statistics and Data Sciences at the University of Texas at Austin, under the mentorship of Peter Müller and Abhra Sarkar. I obtained my Ph.D. in Statistics at Bocconi University, under the supervision of Antonio Lijoi and Igor Prünster.
Research interests
I am interested in Bayesian modeling of complex data structures. More specifically I have been working on:
Bayesian nonparametrics: discrete random probabilities, mixture models, random partitions, and probabilistic clustering.
Bayesian modeling for binary and categorical data: dynamic regression for binary time series, hidden Markov models, drift-diffusion models, and Bayesian categorical regression.
Probabilistic dimensionality reduction: Bayesian multidimensional scaling and individual difference scaling analysis.
Computational statistics: Monte Carlo, Markov chain Monte Carlo, sequential Monte Carlo methods, variational inference, and expectation propagation.
Applications: auditory neuroscience, genomics and proteomics.
e-mail: rebaudo.giovanni@gmail.com
News and upcoming events
- ISNPS 2024 (Braga, 25-29 June 2024)
- ISBA 2024 (Venice, 1-7 July 2024)
- Interpretable Inference via Principled BNP Approaches in Biomedical Research and Beyond (Singapore, 8 Jul-2 Aug 2024)