Song, Dogyoon - GGAM Faculty

Statistics

Area of Interest

Optimization theory; high-dimensional statistics; deep learning theory; causal inference

Courses Related to Research Interests

MAT 167 — Applied Linear Algebra MAT 168 — Optimization MAT 235 — Probability Theory MAT 258A — Numerical Optimization MAT 270 — Mathematics of Data Science STA 142 — Statistical Learning STA 208 — Statistical Methods in Machine Learning STA 209 — Optimization for Big Data Analytics