Autoencoder-Based Causal Mediation Analysis for High-Dimensional Time Series: Application to Postprandial Glycemic Response in Type 1 Diabetes

Spencer Hilligoss is a PhD student in Statistics at the University of California, Irvine, advised by Dr. Annie Qu and Dr. Tianchen Qian. His research focuses on causal mediation analysis, representation learning, and statistical methods for mobile health and personalized medicine, with applications to Type 1 Diabetes.