Current Appointments & Affiliations
Assistant Professor of Statistical Science
·
2024 - Present
Statistical Science,
Trinity College of Arts & Sciences
Recent Publications
Scalability of Metropolis-within-Gibbs schemes for high-dimensional Bayesian models
Journal Article Journal of the Royal Statistical Society Series B: Statistical Methodology · January 14, 2026 AbstractWe study general coordinate-wise Markov chain Monte Carlo schemes (such as Metropolis-within-Gibbs samplers), which are commonly used to fit Bayesian non-conjugate hierarchical models. We relate t ... Full text CiteAn R Package for Nonparametric Inference on Dynamic Populations with Infinitely Many Types.
Journal Article Journal of computational biology : a journal of computational molecular cell biology · December 2024 Fleming-Viot diffusions are widely used stochastic models for population dynamics that extend the celebrated Wright-Fisher diffusions. They describe the temporal evolution of the relative frequencies of the allelic types in an ideally infinite panmictic po ... Full text CiteNonparametric priors with full-range borrowing of information
Journal Article Biometrika · September 1, 2024 Modelling of the dependence structure across heterogeneous data is crucial for Bayesian inference, since it directly impacts the borrowing of information. Despite extensive advances over the past two decades, most available methods only allow for nonnegati ... Full text CiteEducation, Training & Certifications
Bocconi University (Italy) ·
2024
Ph.D.
University of Turin (Italy) ·
2019
M.S.