Hyukjun Gweon

Hyukjun Gweon is an Assistant Professor in the Department of Statistical and Actuarial Sciences at Western University. His research focuses on Sparse-labeled Data Analysis, Predictive Model Assessment, and Predictive Analytics in Actuarial Science.

Research Areas:

• Sparse-labeled Data Analysis
• Predictive Model Assessment
• Predictive Analytics in Actuarial Science
• Automated coding for text/survey data

Publications highlight methodological advancements in active learning, bias correction, multi-label classification, and reliability assessment for probabilistic models. Applications span insurance valuation, time series analysis, and survey methodology.