Yanru Guo

Yanru Guo

PhD Candidate

University of Michigan

Research Interests

Stochastic Optimization
Robust Optimization
Reinforcement Learning

About

I am a PhD candidate at the Department of Industrial and Operations Engineering (IOE), University of Michigan, advised by Prof. Siqian Shen.

Prior to this, I obtained my B.S. in Information Management and Information Systems from Beijing Foreign Studies University and my M.S. in Industrial and Operations Engineering from University of Michigan.

My current research focuses on decision making under uncertainty.

Recent Projects

Ensemble Method for Multi-source Stochastic Optimization

Dynamic Data-driven Preventive Care Allocation Under Multi-source Predictions of Intervention Effectiveness

preventive care allocation

A dynamic preventive-care allocation framework that combines multiple predictive sources, corrects their biases, updates their reliability over time, and makes robust intervention decisions under uncertainty

Related outputs (1)

Publications