Mattias Villani
Scholar

Mattias Villani

Google Scholar ID: lyW8fWYAAAAJ
Professor of Statistics, Stockholm University
Bayesian StatisticsMachine LearningNeuroimagingEconometrics
Citations & Impact
All-time
Citations
1,680
 
H-index
20
 
i10-index
39
 
Publications
20
 
Co-authors
52
list available
Resume (English only)
Academic Achievements
  • Maintains an updated list of research papers and provides links to preprints or journal versions.
Research Experience
  • Develops computationally efficient Bayesian methods for inference, prediction, and decision making with flexible probabilistic models.
Background
  • Professor of Statistics, focusing on developing models and computational methods for Bayesian prediction and decision making.
Miscellany
  • Teaches master or PhD level courses in Bayesian Statistics and Machine Learning. All course materials are publicly available on GitHub. Supervises PhD students and mentors postdocs.