Leo Duan
Scholar

Leo Duan

Google Scholar ID: 4i5UQLAAAAAJ
University of Florida, Department of Statistics
Bayesian StatisticsNetwork DataNonparametric StatisticsHigh Dimensional Data
Citations & Impact
All-time
Citations
1,248
 
H-index
12
 
i10-index
14
 
Publications
20
 
Co-authors
3
list available
Resume (English only)
Background
  • Statistician and Associate Professor at the University of Florida
  • Research focuses on the interface between optimization and Bayesian methods
  • Aims to develop statistical and machine learning toolboxes that 'just work'—simple implementation, fast computation, and principled uncertainty quantification
  • Bridges strengths from Bayesian (probabilistic modeling) and optimization (efficient computing) communities
  • Research interests motivated by collaborative projects in neuroscience, engineering, and transportation science