3 papers
stat.ME2026
Linked factor analysis
Giuseppe Vinci
Factor models are widely applied to the analysis of multivariate data across disparate fields of research. However, modern scientific data are often incomplete, and estimating a fa…
astro-ph.IM2026
Probabilistic Graphical Models in Astronomy
Abigail Sheerin, Giuseppe Vinci
The field of astronomy is experiencing a data explosion driven by significant advances in observational instrumentation, and classical methods often fall short of addressing the co…
stat.ME2025
Covariance matrix completion via auxiliary information
Joseph Steneman, Giuseppe Vinci
Covariance matrix estimation is an important task in the analysis of multivariate data in disparate scientific fields. However, modern scientific data are often incomplete due to f…