Junming Yin

I work at the intersection of machine learning, statistics, and business, focusing on the design of novel statistical models and computational algorithms for solving cutting-edge business problems. I received a Ph.D. in Computer Science and an M.A. in Statistics from UC Berkeley (advisors: Michael I. Jordan and Yun S. Song).

Research Interests:

• Foundation Models, Synthetic Data Generation, Deep Generative Models

• User Behavioral Dynamics Modeling, Neural Point Processes, Time Series

• Nonparametric and High-Dimensional Statistics, Uncertainty Quantification, Variational Inference

Student Mentees:

• Jerry Luo (Ph.D. in Math; now at Google), Xi Wang (CS; now Ph.D. student at UMass)

Email: junming.yin.work[at]gmail[dot]com