Donlapark Ponnoprat
Scholar

Donlapark Ponnoprat

Google Scholar ID: l4ldeeUAAAAJ
Chiang Mai University
optimal transportcausal inferencedifferential privacymachine learning
Citations & Impact
All-time
Citations
105
 
H-index
4
 
i10-index
3
 
Publications
13
 
Co-authors
4
list available
Resume (English only)
Academic Achievements
  • Preprint: 'Minimax Rates of Estimation for Optimal Transport Map between Infinite-Dimensional Spaces', co-authored with M. Imaizumi, published on arXiv, 2025.
Research Experience
  • Gave a talk on Optimal Transport in Infinite Dimensions at CIRJE's Applied Statistics Workshop 2025 at the University of Tokyo.
Education
  • Ph.D. in Mathematics from the University of California San Diego, advised by Ioan Bejenaru; Undergraduate studies at Brown University.
Background
  • Lecturer in the statistics department at Chiang Mai University and a member of the Data Science Consortium. Research interests are in theoretical properties and applications of machine learning algorithms for statistical estimation and inference with high-dimensional data. Current research focuses on optimal transport, causal inference, and differential privacy.
Miscellany
  • Teaches courses such as Statistical Learning for Data Science, Statistical Theory, and more.