Víctor Elvira
Professor in Statistics and Data Science
University of Edinburgh
email: victor.elvira@ed.ac.uk
About Me
Short bio
I am a Professor with a Personal Chair in Statistics and Data Science at the School of Mathematics, University of Edinburgh. I received the degree in Telecommunication Engineering, the M.Sc. degree in Communication Technologies, and the Ph.D. in Statistical Signal Processing from University of Cantabria.
Interests
My research interests are in computational statistics, statistical signal processing, and probabilistic machine learning. My work covers diverse topics in these areas, including Monte Carlo methods, Bayesian inference in static and dynamical models, statistical modelling and inference in population ecology, signal processing for biomedical applications and wireless communications, among other applications. A significant part of my recent work focuses on importance sampling methodology, including sequential Monte Carlo (particle filtering).
Keywords
- Computational statistics
- Statistical signal processing
- Probabilistic machine learning
- Artificial intelligence
